schema_version: 'v1.2' pipeline: workflow: manifest: capabilities: - workflow_ssa - linear_effects - nested_control_flow - typed_emit - emit_valid_length - loop_induction_values - serving_service_contract - bounded_state_recurrence inputs: request.input_ids: contract: dtype: int64 rank: 2 shape: - batch - sequence_len batch_layout: kind: request_aligned axis: 0 role: kind: runtime version: '1.0' role: prompt_tokens source: kind: request required: true request.max_iterations: contract: dtype: int64 rank: 1 shape: - 1 role: kind: runtime version: '1.0' role: max_output_tokens source: kind: request required: true package.one_token: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: opaque source: kind: literal required: false default: 1 package.one_step: contract: dtype: int64 rank: 1 shape: - 1 role: kind: opaque source: kind: literal required: false default: 1 package.max_context: contract: dtype: int64 rank: 1 shape: - 1 role: kind: opaque source: kind: literal required: false default: 32768 request.prompt_lengths: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: opaque source: kind: application name: prompt_lengths required: false default: -1 request.eos_ids: contract: dtype: int64 rank: 2 shape: - batch - num_eos batch_layout: kind: request_aligned axis: 0 role: kind: runtime version: '1.0' role: eos_token_ids source: kind: request required: true request.eos_lengths: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: runtime version: '1.0' role: eos_token_lengths source: kind: request required: true request.row_max_iterations: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: opaque source: kind: application name: row_max_iterations required: false default: -1 request.temperature: contract: dtype: float32 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: runtime version: '1.0' role: sampling_temperature source: kind: request required: false default: 1.0 request.top_k: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: runtime version: '1.0' role: sampling_top_k source: kind: request required: false default: 0 request.top_p: contract: dtype: float32 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: runtime version: '1.0' role: sampling_top_p source: kind: request required: false default: 1.0 request.min_p: contract: dtype: float32 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: runtime version: '1.0' role: sampling_min_p source: kind: request required: false default: 0.0 request.seed: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: runtime version: '1.0' role: seed source: kind: request required: false default: 0 request.rng_counter: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: opaque source: kind: application name: rng_counter required: false default: 0 package.active: contract: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: opaque source: kind: literal required: false default: true package.not_done: contract: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: opaque source: kind: literal required: false default: false package.cache_lengths: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: opaque source: kind: literal required: false default: 0 package.zero_batch: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 role: kind: opaque source: kind: literal required: false default: 0 outputs: tokens: contract: dtype: int64 rank: 2 shape: - batch - generated_sequence batch_layout: kind: request_aligned axis: 0 role: tokens stage: pre_adapter components: model: implementation: kind: onnx artifact: model.onnx ports: roles: input_ids: token_ids attention_mask: attention_mask logits: logits token_sampler: implementation: kind: onnx artifact: policies/token_sampler.onnx ports: inputs: logits: dtype: float32 rank: 2 shape: - batch - vocabulary batch_layout: kind: request_aligned axis: 0 temperature: dtype: float32 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 top_k: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 top_p: dtype: float32 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 min_p: dtype: float32 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 seed: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 counter: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 active: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 done: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 outputs: token: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 next_counter: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 contract: id: onnx-genai.token-sampler version: '2' bindings: logits: logits token: token temperature: temperature top_k: top_k top_p: top_p min_p: min_p active: active done: done seed: seed counter: counter next_counter: next_counter parameters: mode: seeded_stochastic batching: per_row inactive_rows: preserve application_overridable: true termination: implementation: kind: onnx artifact: policies/termination.onnx ports: inputs: tokens: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 eos_ids: dtype: int64 rank: 2 shape: - batch - num_eos batch_layout: kind: request_aligned axis: 0 eos_lengths: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 iteration: dtype: int64 rank: 1 shape: - 1 max_iterations: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 active: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 outputs: done: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 next_active: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 continue: dtype: bool rank: 1 shape: - 1 contract: id: onnx-genai.termination-predicate version: '2' bindings: tokens: tokens eos_ids: eos_ids iteration: iteration max_iterations: max_iterations eos_lengths: eos_lengths active: active done: done next_active: next_active continue: continue parameters: batching: per_row inactive_rows: preserve token_state_update: implementation: kind: onnx artifact: policies/token_state_update.onnx ports: inputs: current: dtype: int64 rank: 2 shape: - batch - 1 batch_layout: kind: request_aligned axis: 0 update: dtype: int64 rank: 2 shape: - batch - 1 batch_layout: kind: request_aligned axis: 0 active: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 done: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 outputs: next: dtype: int64 rank: 2 shape: - batch - 1 batch_layout: kind: request_aligned axis: 0 contract: id: onnx-genai.state-update version: '2' bindings: current: current update: update active: active done: done next: next parameters: batching: per_row inactive_rows: preserve last_token_logits: implementation: kind: onnx artifact: policies/last_token_logits.onnx ports: inputs: logits: dtype: float16 rank: 3 shape: - batch - sequence - vocabulary batch_layout: kind: request_aligned axis: 0 outputs: last_logits: dtype: float32 rank: 2 shape: - batch - vocabulary batch_layout: kind: request_aligned axis: 0 decoder_state_initializer: implementation: kind: onnx artifact: policies/decoder_state_initializer.onnx ports: inputs: prompt_tokens: dtype: int64 rank: 2 shape: - batch - prompt_sequence batch_layout: kind: request_aligned axis: 0 prompt_lengths: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 max_iterations: dtype: int64 rank: 1 shape: - 1 outputs: attention_mask: dtype: int64 rank: 2 shape: - batch - capacity batch_layout: kind: request_aligned axis: 0 body_attention_mask: dtype: int64 rank: 2 shape: - batch - capacity batch_layout: kind: request_aligned axis: 0 token_slot: dtype: int64 rank: 2 shape: - batch - 1 batch_layout: kind: request_aligned axis: 0 generated_lengths: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 cache_lengths: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 past_key_values.0.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.0.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.1.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.1.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.10.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.10.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.11.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.11.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.12.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.12.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.13.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.13.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.14.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.14.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.15.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.15.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.16.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.16.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.17.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.17.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.18.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.18.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.19.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.19.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.2.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.2.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.20.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.20.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.21.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.21.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.22.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.22.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.23.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.23.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.24.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.24.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.25.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.25.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.26.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.26.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.27.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.27.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.28.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.28.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.29.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.29.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.3.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.3.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.30.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.30.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.31.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.31.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.32.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.32.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.33.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.33.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.34.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.34.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.35.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.35.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.36.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.36.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.37.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.37.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.38.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.38.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.39.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.39.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.4.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.4.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.40.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.40.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.41.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.41.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.42.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.42.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.43.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.43.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.44.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.44.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.45.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.45.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.46.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.46.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.47.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.47.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.5.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.5.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.6.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.6.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.7.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.7.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.8.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.8.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.9.key: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 past_key_values.9.value: dtype: float16 rank: 4 shape: - batch - 8 - capacity - 128 batch_layout: kind: request_aligned axis: 0 decoder_step_update: implementation: kind: onnx artifact: policies/decoder_step_update.onnx ports: inputs: attention_mask: dtype: int64 rank: 2 shape: - batch - context batch_layout: kind: request_aligned axis: 0 logical_length: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 outputs: next_attention_mask: dtype: int64 rank: 2 shape: - batch - context batch_layout: kind: request_aligned axis: 0 cache_length_update: implementation: kind: onnx artifact: policies/cache_length_update.onnx ports: inputs: left: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 right: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 active: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 done: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 outputs: total: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 termination_batch_initializer: implementation: kind: onnx artifact: policies/termination_batch_initializer.onnx ports: inputs: input_eos_ids: dtype: int64 rank: 2 shape: - batch - num_eos batch_layout: kind: request_aligned axis: 0 input_eos_lengths: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 input_max_iterations: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 fallback_max_iterations: dtype: int64 rank: 1 shape: - 1 active: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 outputs: row_eos_ids: dtype: int64 rank: 2 shape: - batch - num_eos batch_layout: kind: request_aligned axis: 0 eos_lengths: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 max_iterations: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 token_to_slot: implementation: kind: onnx artifact: policies/token_to_slot.onnx ports: inputs: token: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 outputs: slot: dtype: int64 rank: 2 shape: - batch - 1 batch_layout: kind: request_aligned axis: 0 generated_length_update: implementation: kind: onnx artifact: policies/generated_length_update.onnx ports: inputs: left: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 right: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 active: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 done: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 outputs: total: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 state: token: contract: dtype: int64 rank: 2 shape: - batch - 1 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: initializer.token_slot recurrence: kind: invariant logits: contract: dtype: float32 rank: 2 shape: - batch - 152064 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.last_logits recurrence: kind: invariant generated_lengths: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 class: semantic scope: invocation initializer: initializer.generated_lengths recurrence: kind: invariant active: contract: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 class: semantic scope: invocation initializer: package.active recurrence: kind: invariant done: contract: dtype: bool rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 class: semantic scope: invocation initializer: package.not_done recurrence: kind: invariant accepted_len: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 class: semantic scope: invocation initializer: package.zero_batch recurrence: kind: invariant cache_lengths: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 class: semantic scope: invocation initializer: initializer.cache_lengths recurrence: kind: invariant rng_counter: contract: dtype: int64 rank: 1 shape: - batch batch_layout: kind: request_aligned axis: 0 scope: invocation class: semantic initializer: request.rng_counter recurrence: kind: invariant attention_mask: contract: dtype: int64 rank: 2 shape: - batch - context batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: initializer.attention_mask recurrence: kind: invariant cache_0: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.present.0.key recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache cache_1: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.present.0.value recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache cache_2: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.present.1.key recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache cache_3: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.present.1.value recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache cache_4: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.present.2.key recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache cache_5: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.present.2.value recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache cache_6: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.present.3.key recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache cache_7: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: 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decoder.setup.present.45.value recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache cache_92: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.present.46.key recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache cache_93: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.present.46.value recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache cache_94: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.present.47.key recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache cache_95: contract: dtype: float16 rank: 4 shape: - batch - 8 - past_sequence_len - 128 batch_layout: kind: request_aligned axis: 0 scope: invocation initializer: decoder.setup.present.47.value recurrence: kind: bounded axis: 2 max: package.max_context management: runtime release_boundary: invocation service_group: decoder_cache serving: active: active done: done accepted_len: accepted_len state_service: groups: decoder_cache: kind: full_attention sequence_axis: 2 layout: bnsh logical_lengths: cache_lengths aliasing: permitted reuse: prefix_reusable: true evictable_prefix: false ports: model: cache_0: input: past_key_values.0.key output: present.0.key role: key layer: 0 cache_1: input: past_key_values.0.value output: present.0.value role: value layer: 0 cache_2: input: past_key_values.1.key output: present.1.key role: key layer: 1 cache_3: input: past_key_values.1.value output: present.1.value role: value layer: 1 cache_4: input: past_key_values.2.key output: present.2.key role: key layer: 2 cache_5: input: past_key_values.2.value output: present.2.value role: value layer: 2 cache_6: input: past_key_values.3.key output: present.3.key role: key layer: 3 cache_7: input: past_key_values.3.value output: present.3.value role: value layer: 3 cache_8: input: past_key_values.4.key output: present.4.key role: key layer: 4 cache_9: input: past_key_values.4.value output: present.4.value role: value layer: 4 cache_10: input: past_key_values.5.key output: present.5.key role: key layer: 5 cache_11: input: past_key_values.5.value output: present.5.value role: value layer: 5 cache_12: input: past_key_values.6.key output: present.6.key role: key layer: 6 cache_13: input: past_key_values.6.value output: present.6.value role: value layer: 6 cache_14: input: past_key_values.7.key output: present.7.key role: key layer: 7 cache_15: input: past_key_values.7.value output: present.7.value role: value layer: 7 cache_16: input: past_key_values.8.key output: present.8.key role: key layer: 8 cache_17: input: past_key_values.8.value output: present.8.value role: value layer: 8 cache_18: input: past_key_values.9.key output: present.9.key role: key layer: 9 cache_19: input: past_key_values.9.value output: present.9.value role: value layer: 9 cache_20: input: past_key_values.10.key output: present.10.key role: key layer: 10 cache_21: input: past_key_values.10.value output: present.10.value role: value layer: 10 cache_22: input: past_key_values.11.key output: present.11.key role: key layer: 11 cache_23: input: past_key_values.11.value output: present.11.value role: value layer: 11 cache_24: input: past_key_values.12.key output: present.12.key role: key layer: 12 cache_25: input: past_key_values.12.value output: present.12.value role: value layer: 12 cache_26: input: past_key_values.13.key output: present.13.key role: key layer: 13 cache_27: input: past_key_values.13.value output: present.13.value role: value layer: 13 cache_28: input: past_key_values.14.key output: present.14.key role: key layer: 14 cache_29: input: past_key_values.14.value output: present.14.value role: value layer: 14 cache_30: input: past_key_values.15.key output: present.15.key role: key layer: 15 cache_31: input: past_key_values.15.value output: present.15.value role: value layer: 15 cache_32: input: past_key_values.16.key output: present.16.key role: key layer: 16 cache_33: input: past_key_values.16.value output: present.16.value role: value layer: 16 cache_34: input: past_key_values.17.key output: present.17.key role: key layer: 17 cache_35: input: past_key_values.17.value output: present.17.value role: value layer: 17 cache_36: input: past_key_values.18.key output: present.18.key role: key layer: 18 cache_37: input: past_key_values.18.value output: present.18.value role: value layer: 18 cache_38: input: past_key_values.19.key output: present.19.key role: key layer: 19 cache_39: input: past_key_values.19.value output: present.19.value role: value layer: 19 cache_40: input: past_key_values.20.key output: present.20.key role: key layer: 20 cache_41: input: past_key_values.20.value output: present.20.value role: value layer: 20 cache_42: input: past_key_values.21.key output: present.21.key role: key layer: 21 cache_43: input: past_key_values.21.value output: present.21.value role: value layer: 21 cache_44: input: past_key_values.22.key output: present.22.key role: key layer: 22 cache_45: input: past_key_values.22.value output: present.22.value role: value layer: 22 cache_46: input: past_key_values.23.key output: present.23.key role: key layer: 23 cache_47: input: past_key_values.23.value output: present.23.value role: value layer: 23 cache_48: input: past_key_values.24.key output: present.24.key role: key layer: 24 cache_49: input: past_key_values.24.value output: present.24.value role: value layer: 24 cache_50: input: past_key_values.25.key output: present.25.key role: key layer: 25 cache_51: input: past_key_values.25.value output: present.25.value role: value layer: 25 cache_52: input: past_key_values.26.key output: present.26.key role: key layer: 26 cache_53: input: past_key_values.26.value output: present.26.value role: value layer: 26 cache_54: input: past_key_values.27.key output: present.27.key role: key layer: 27 cache_55: input: past_key_values.27.value output: present.27.value role: value layer: 27 cache_56: input: past_key_values.28.key output: present.28.key role: key layer: 28 cache_57: input: past_key_values.28.value output: present.28.value role: value layer: 28 cache_58: input: past_key_values.29.key output: present.29.key role: key layer: 29 cache_59: input: past_key_values.29.value output: present.29.value role: value layer: 29 cache_60: input: past_key_values.30.key output: present.30.key role: key layer: 30 cache_61: input: past_key_values.30.value output: present.30.value role: value layer: 30 cache_62: input: past_key_values.31.key output: present.31.key role: key layer: 31 cache_63: input: past_key_values.31.value output: present.31.value role: value layer: 31 cache_64: input: past_key_values.32.key output: present.32.key role: key layer: 32 cache_65: input: past_key_values.32.value output: present.32.value role: value layer: 32 cache_66: input: past_key_values.33.key output: present.33.key role: key layer: 33 cache_67: input: past_key_values.33.value output: present.33.value role: value layer: 33 cache_68: input: past_key_values.34.key output: present.34.key role: key layer: 34 cache_69: input: past_key_values.34.value output: present.34.value role: value layer: 34 cache_70: input: past_key_values.35.key output: present.35.key role: key layer: 35 cache_71: input: past_key_values.35.value output: present.35.value role: value layer: 35 cache_72: input: past_key_values.36.key output: present.36.key role: key layer: 36 cache_73: input: past_key_values.36.value output: present.36.value role: value layer: 36 cache_74: input: past_key_values.37.key output: present.37.key role: key layer: 37 cache_75: input: past_key_values.37.value output: present.37.value role: value layer: 37 cache_76: input: past_key_values.38.key output: present.38.key role: key layer: 38 cache_77: input: past_key_values.38.value output: present.38.value role: value layer: 38 cache_78: input: past_key_values.39.key output: present.39.key role: key layer: 39 cache_79: input: past_key_values.39.value output: present.39.value role: value layer: 39 cache_80: input: past_key_values.40.key output: present.40.key role: key layer: 40 cache_81: input: past_key_values.40.value output: present.40.value role: value layer: 40 cache_82: input: past_key_values.41.key output: present.41.key role: key layer: 41 cache_83: input: past_key_values.41.value output: present.41.value role: value layer: 41 cache_84: input: past_key_values.42.key output: present.42.key role: key layer: 42 cache_85: input: past_key_values.42.value output: present.42.value role: value layer: 42 cache_86: input: past_key_values.43.key output: present.43.key role: key layer: 43 cache_87: input: past_key_values.43.value output: present.43.value role: value layer: 43 cache_88: input: past_key_values.44.key output: present.44.key role: key layer: 44 cache_89: input: past_key_values.44.value output: present.44.value role: value layer: 44 cache_90: input: past_key_values.45.key output: present.45.key role: key layer: 45 cache_91: input: past_key_values.45.value output: present.45.value role: value layer: 45 cache_92: input: past_key_values.46.key output: present.46.key role: key layer: 46 cache_93: input: past_key_values.46.value output: present.46.value role: value layer: 46 cache_94: input: past_key_values.47.key output: present.47.key role: key layer: 47 cache_95: input: past_key_values.47.value output: present.47.value role: value layer: 47 steps: - kind: loop setup: - kind: invoke component: decoder_state_initializer inputs: prompt_tokens: request.input_ids prompt_lengths: request.prompt_lengths max_iterations: request.max_iterations outputs: attention_mask: initializer.attention_mask body_attention_mask: initializer.body_attention_mask token_slot: initializer.token_slot generated_lengths: initializer.generated_lengths cache_lengths: initializer.cache_lengths past_key_values.0.key: initializer.past_key_values.0.key past_key_values.0.value: initializer.past_key_values.0.value past_key_values.1.key: initializer.past_key_values.1.key past_key_values.1.value: initializer.past_key_values.1.value past_key_values.10.key: initializer.past_key_values.10.key past_key_values.10.value: initializer.past_key_values.10.value past_key_values.11.key: initializer.past_key_values.11.key past_key_values.11.value: initializer.past_key_values.11.value past_key_values.12.key: initializer.past_key_values.12.key past_key_values.12.value: initializer.past_key_values.12.value past_key_values.13.key: initializer.past_key_values.13.key past_key_values.13.value: initializer.past_key_values.13.value past_key_values.14.key: initializer.past_key_values.14.key past_key_values.14.value: initializer.past_key_values.14.value past_key_values.15.key: initializer.past_key_values.15.key past_key_values.15.value: initializer.past_key_values.15.value past_key_values.16.key: initializer.past_key_values.16.key past_key_values.16.value: initializer.past_key_values.16.value past_key_values.17.key: initializer.past_key_values.17.key past_key_values.17.value: initializer.past_key_values.17.value past_key_values.18.key: initializer.past_key_values.18.key past_key_values.18.value: initializer.past_key_values.18.value past_key_values.19.key: initializer.past_key_values.19.key past_key_values.19.value: initializer.past_key_values.19.value past_key_values.2.key: initializer.past_key_values.2.key past_key_values.2.value: initializer.past_key_values.2.value past_key_values.20.key: initializer.past_key_values.20.key past_key_values.20.value: initializer.past_key_values.20.value past_key_values.21.key: initializer.past_key_values.21.key past_key_values.21.value: initializer.past_key_values.21.value past_key_values.22.key: initializer.past_key_values.22.key past_key_values.22.value: initializer.past_key_values.22.value past_key_values.23.key: initializer.past_key_values.23.key past_key_values.23.value: initializer.past_key_values.23.value past_key_values.24.key: initializer.past_key_values.24.key past_key_values.24.value: initializer.past_key_values.24.value past_key_values.25.key: initializer.past_key_values.25.key past_key_values.25.value: initializer.past_key_values.25.value past_key_values.26.key: initializer.past_key_values.26.key past_key_values.26.value: initializer.past_key_values.26.value past_key_values.27.key: initializer.past_key_values.27.key past_key_values.27.value: initializer.past_key_values.27.value past_key_values.28.key: initializer.past_key_values.28.key past_key_values.28.value: initializer.past_key_values.28.value past_key_values.29.key: initializer.past_key_values.29.key past_key_values.29.value: initializer.past_key_values.29.value past_key_values.3.key: initializer.past_key_values.3.key past_key_values.3.value: initializer.past_key_values.3.value past_key_values.30.key: initializer.past_key_values.30.key past_key_values.30.value: initializer.past_key_values.30.value past_key_values.31.key: initializer.past_key_values.31.key past_key_values.31.value: initializer.past_key_values.31.value past_key_values.32.key: initializer.past_key_values.32.key past_key_values.32.value: initializer.past_key_values.32.value past_key_values.33.key: initializer.past_key_values.33.key past_key_values.33.value: initializer.past_key_values.33.value past_key_values.34.key: initializer.past_key_values.34.key past_key_values.34.value: initializer.past_key_values.34.value past_key_values.35.key: initializer.past_key_values.35.key past_key_values.35.value: initializer.past_key_values.35.value past_key_values.36.key: initializer.past_key_values.36.key past_key_values.36.value: initializer.past_key_values.36.value past_key_values.37.key: initializer.past_key_values.37.key past_key_values.37.value: initializer.past_key_values.37.value past_key_values.38.key: initializer.past_key_values.38.key past_key_values.38.value: initializer.past_key_values.38.value past_key_values.39.key: initializer.past_key_values.39.key past_key_values.39.value: initializer.past_key_values.39.value past_key_values.4.key: initializer.past_key_values.4.key past_key_values.4.value: initializer.past_key_values.4.value past_key_values.40.key: initializer.past_key_values.40.key past_key_values.40.value: initializer.past_key_values.40.value past_key_values.41.key: initializer.past_key_values.41.key past_key_values.41.value: initializer.past_key_values.41.value past_key_values.42.key: initializer.past_key_values.42.key past_key_values.42.value: initializer.past_key_values.42.value past_key_values.43.key: initializer.past_key_values.43.key past_key_values.43.value: initializer.past_key_values.43.value past_key_values.44.key: initializer.past_key_values.44.key past_key_values.44.value: initializer.past_key_values.44.value past_key_values.45.key: initializer.past_key_values.45.key past_key_values.45.value: initializer.past_key_values.45.value past_key_values.46.key: initializer.past_key_values.46.key past_key_values.46.value: initializer.past_key_values.46.value past_key_values.47.key: initializer.past_key_values.47.key past_key_values.47.value: initializer.past_key_values.47.value past_key_values.5.key: initializer.past_key_values.5.key past_key_values.5.value: initializer.past_key_values.5.value past_key_values.6.key: initializer.past_key_values.6.key past_key_values.6.value: initializer.past_key_values.6.value past_key_values.7.key: initializer.past_key_values.7.key past_key_values.7.value: initializer.past_key_values.7.value past_key_values.8.key: initializer.past_key_values.8.key past_key_values.8.value: initializer.past_key_values.8.value past_key_values.9.key: initializer.past_key_values.9.key past_key_values.9.value: initializer.past_key_values.9.value - kind: invoke component: model inputs: input_ids: request.input_ids past_key_values.0.key: initializer.past_key_values.0.key past_key_values.0.value: initializer.past_key_values.0.value past_key_values.1.key: initializer.past_key_values.1.key past_key_values.1.value: initializer.past_key_values.1.value past_key_values.2.key: initializer.past_key_values.2.key past_key_values.2.value: initializer.past_key_values.2.value past_key_values.3.key: initializer.past_key_values.3.key past_key_values.3.value: initializer.past_key_values.3.value past_key_values.4.key: initializer.past_key_values.4.key past_key_values.4.value: initializer.past_key_values.4.value past_key_values.5.key: initializer.past_key_values.5.key past_key_values.5.value: initializer.past_key_values.5.value past_key_values.6.key: initializer.past_key_values.6.key past_key_values.6.value: initializer.past_key_values.6.value past_key_values.7.key: initializer.past_key_values.7.key past_key_values.7.value: initializer.past_key_values.7.value past_key_values.8.key: initializer.past_key_values.8.key past_key_values.8.value: initializer.past_key_values.8.value past_key_values.9.key: initializer.past_key_values.9.key past_key_values.9.value: initializer.past_key_values.9.value past_key_values.10.key: initializer.past_key_values.10.key past_key_values.10.value: initializer.past_key_values.10.value past_key_values.11.key: initializer.past_key_values.11.key past_key_values.11.value: initializer.past_key_values.11.value past_key_values.12.key: initializer.past_key_values.12.key past_key_values.12.value: initializer.past_key_values.12.value past_key_values.13.key: initializer.past_key_values.13.key past_key_values.13.value: initializer.past_key_values.13.value past_key_values.14.key: initializer.past_key_values.14.key past_key_values.14.value: initializer.past_key_values.14.value past_key_values.15.key: initializer.past_key_values.15.key past_key_values.15.value: initializer.past_key_values.15.value past_key_values.16.key: initializer.past_key_values.16.key past_key_values.16.value: initializer.past_key_values.16.value past_key_values.17.key: initializer.past_key_values.17.key past_key_values.17.value: initializer.past_key_values.17.value past_key_values.18.key: initializer.past_key_values.18.key past_key_values.18.value: initializer.past_key_values.18.value past_key_values.19.key: initializer.past_key_values.19.key past_key_values.19.value: initializer.past_key_values.19.value past_key_values.20.key: initializer.past_key_values.20.key past_key_values.20.value: initializer.past_key_values.20.value past_key_values.21.key: initializer.past_key_values.21.key past_key_values.21.value: initializer.past_key_values.21.value past_key_values.22.key: initializer.past_key_values.22.key past_key_values.22.value: initializer.past_key_values.22.value past_key_values.23.key: initializer.past_key_values.23.key past_key_values.23.value: initializer.past_key_values.23.value past_key_values.24.key: initializer.past_key_values.24.key past_key_values.24.value: initializer.past_key_values.24.value past_key_values.25.key: initializer.past_key_values.25.key past_key_values.25.value: initializer.past_key_values.25.value past_key_values.26.key: initializer.past_key_values.26.key past_key_values.26.value: initializer.past_key_values.26.value past_key_values.27.key: initializer.past_key_values.27.key past_key_values.27.value: initializer.past_key_values.27.value past_key_values.28.key: initializer.past_key_values.28.key past_key_values.28.value: initializer.past_key_values.28.value past_key_values.29.key: initializer.past_key_values.29.key past_key_values.29.value: initializer.past_key_values.29.value past_key_values.30.key: initializer.past_key_values.30.key past_key_values.30.value: initializer.past_key_values.30.value past_key_values.31.key: initializer.past_key_values.31.key past_key_values.31.value: initializer.past_key_values.31.value past_key_values.32.key: initializer.past_key_values.32.key past_key_values.32.value: initializer.past_key_values.32.value past_key_values.33.key: initializer.past_key_values.33.key past_key_values.33.value: initializer.past_key_values.33.value past_key_values.34.key: initializer.past_key_values.34.key past_key_values.34.value: initializer.past_key_values.34.value past_key_values.35.key: initializer.past_key_values.35.key past_key_values.35.value: initializer.past_key_values.35.value past_key_values.36.key: initializer.past_key_values.36.key past_key_values.36.value: initializer.past_key_values.36.value past_key_values.37.key: initializer.past_key_values.37.key past_key_values.37.value: initializer.past_key_values.37.value past_key_values.38.key: initializer.past_key_values.38.key past_key_values.38.value: initializer.past_key_values.38.value past_key_values.39.key: initializer.past_key_values.39.key past_key_values.39.value: initializer.past_key_values.39.value past_key_values.40.key: initializer.past_key_values.40.key past_key_values.40.value: initializer.past_key_values.40.value past_key_values.41.key: initializer.past_key_values.41.key past_key_values.41.value: initializer.past_key_values.41.value past_key_values.42.key: initializer.past_key_values.42.key past_key_values.42.value: initializer.past_key_values.42.value past_key_values.43.key: initializer.past_key_values.43.key past_key_values.43.value: initializer.past_key_values.43.value past_key_values.44.key: initializer.past_key_values.44.key past_key_values.44.value: initializer.past_key_values.44.value past_key_values.45.key: initializer.past_key_values.45.key past_key_values.45.value: initializer.past_key_values.45.value past_key_values.46.key: initializer.past_key_values.46.key past_key_values.46.value: initializer.past_key_values.46.value past_key_values.47.key: initializer.past_key_values.47.key past_key_values.47.value: initializer.past_key_values.47.value attention_mask: initializer.attention_mask outputs: logits: decoder.setup.logits present.0.key: decoder.setup.present.0.key present.0.value: decoder.setup.present.0.value present.1.key: decoder.setup.present.1.key present.1.value: decoder.setup.present.1.value present.2.key: decoder.setup.present.2.key present.2.value: decoder.setup.present.2.value present.3.key: decoder.setup.present.3.key present.3.value: decoder.setup.present.3.value present.4.key: decoder.setup.present.4.key present.4.value: decoder.setup.present.4.value present.5.key: decoder.setup.present.5.key present.5.value: decoder.setup.present.5.value present.6.key: decoder.setup.present.6.key present.6.value: decoder.setup.present.6.value present.7.key: decoder.setup.present.7.key present.7.value: decoder.setup.present.7.value present.8.key: decoder.setup.present.8.key present.8.value: decoder.setup.present.8.value present.9.key: decoder.setup.present.9.key present.9.value: decoder.setup.present.9.value present.10.key: decoder.setup.present.10.key present.10.value: decoder.setup.present.10.value present.11.key: decoder.setup.present.11.key present.11.value: decoder.setup.present.11.value present.12.key: decoder.setup.present.12.key present.12.value: decoder.setup.present.12.value present.13.key: decoder.setup.present.13.key present.13.value: decoder.setup.present.13.value present.14.key: decoder.setup.present.14.key present.14.value: decoder.setup.present.14.value present.15.key: decoder.setup.present.15.key present.15.value: decoder.setup.present.15.value present.16.key: decoder.setup.present.16.key present.16.value: decoder.setup.present.16.value present.17.key: decoder.setup.present.17.key present.17.value: decoder.setup.present.17.value present.18.key: decoder.setup.present.18.key present.18.value: decoder.setup.present.18.value present.19.key: decoder.setup.present.19.key present.19.value: decoder.setup.present.19.value present.20.key: decoder.setup.present.20.key present.20.value: decoder.setup.present.20.value present.21.key: decoder.setup.present.21.key present.21.value: decoder.setup.present.21.value present.22.key: decoder.setup.present.22.key present.22.value: decoder.setup.present.22.value present.23.key: decoder.setup.present.23.key present.23.value: decoder.setup.present.23.value present.24.key: decoder.setup.present.24.key present.24.value: decoder.setup.present.24.value present.25.key: decoder.setup.present.25.key present.25.value: decoder.setup.present.25.value present.26.key: decoder.setup.present.26.key present.26.value: decoder.setup.present.26.value present.27.key: decoder.setup.present.27.key present.27.value: decoder.setup.present.27.value present.28.key: decoder.setup.present.28.key present.28.value: decoder.setup.present.28.value present.29.key: decoder.setup.present.29.key present.29.value: decoder.setup.present.29.value present.30.key: decoder.setup.present.30.key present.30.value: decoder.setup.present.30.value present.31.key: decoder.setup.present.31.key present.31.value: decoder.setup.present.31.value present.32.key: decoder.setup.present.32.key present.32.value: decoder.setup.present.32.value present.33.key: decoder.setup.present.33.key present.33.value: decoder.setup.present.33.value present.34.key: decoder.setup.present.34.key present.34.value: decoder.setup.present.34.value present.35.key: decoder.setup.present.35.key present.35.value: decoder.setup.present.35.value present.36.key: decoder.setup.present.36.key present.36.value: decoder.setup.present.36.value present.37.key: decoder.setup.present.37.key present.37.value: decoder.setup.present.37.value present.38.key: decoder.setup.present.38.key present.38.value: decoder.setup.present.38.value present.39.key: decoder.setup.present.39.key present.39.value: decoder.setup.present.39.value present.40.key: decoder.setup.present.40.key present.40.value: decoder.setup.present.40.value present.41.key: decoder.setup.present.41.key present.41.value: decoder.setup.present.41.value present.42.key: decoder.setup.present.42.key present.42.value: decoder.setup.present.42.value present.43.key: decoder.setup.present.43.key present.43.value: decoder.setup.present.43.value present.44.key: decoder.setup.present.44.key present.44.value: decoder.setup.present.44.value present.45.key: decoder.setup.present.45.key present.45.value: decoder.setup.present.45.value present.46.key: decoder.setup.present.46.key present.46.value: decoder.setup.present.46.value present.47.key: decoder.setup.present.47.key present.47.value: decoder.setup.present.47.value - kind: invoke component: termination_batch_initializer inputs: input_eos_ids: request.eos_ids input_eos_lengths: request.eos_lengths input_max_iterations: request.row_max_iterations fallback_max_iterations: request.max_iterations active: package.active outputs: row_eos_ids: termination.eos_ids eos_lengths: termination.eos_lengths max_iterations: termination.max_iterations - kind: invoke component: last_token_logits inputs: logits: decoder.setup.logits outputs: last_logits: decoder.setup.last_logits steps: - kind: invoke component: token_sampler inputs: logits: logits temperature: request.temperature top_k: request.top_k top_p: request.top_p min_p: request.min_p seed: request.seed counter: rng_counter active: active done: done outputs: token: sample.body next_counter: sample.next_counter - kind: invoke component: token_to_slot inputs: token: sample.body outputs: slot: sample.slot - kind: invoke component: generated_length_update inputs: left: generated_lengths right: package.one_token active: active done: done outputs: total: token.next_lengths - kind: invoke component: generated_length_update inputs: left: package.zero_batch right: package.one_token active: active done: done outputs: total: token.emitted_length - kind: invoke component: token_state_update inputs: current: token update: sample.slot active: active done: done outputs: next: token.body - kind: invoke component: termination inputs: tokens: sample.body eos_ids: termination.eos_ids eos_lengths: termination.eos_lengths iteration: loop.iteration max_iterations: termination.max_iterations active: active outputs: done: loop.done continue: loop.continue next_active: loop.next_active - kind: invoke component: cache_length_update inputs: left: cache_lengths right: package.one_token active: active done: done outputs: total: cache_lengths.next - kind: invoke component: cache_length_update inputs: left: package.zero_batch right: package.one_token active: active done: done outputs: total: accepted_len.next - kind: emit value: token.body output: tokens mode: append valid_length: token.emitted_length when: active - kind: invoke component: decoder_step_update inputs: attention_mask: attention_mask logical_length: cache_lengths outputs: next_attention_mask: decoder_step.body_attention_mask - kind: invoke component: model inputs: input_ids: token.body past_key_values.0.key: cache_0 past_key_values.0.value: cache_1 past_key_values.1.key: cache_2 past_key_values.1.value: cache_3 past_key_values.2.key: cache_4 past_key_values.2.value: cache_5 past_key_values.3.key: cache_6 past_key_values.3.value: cache_7 past_key_values.4.key: cache_8 past_key_values.4.value: cache_9 past_key_values.5.key: cache_10 past_key_values.5.value: cache_11 past_key_values.6.key: cache_12 past_key_values.6.value: cache_13 past_key_values.7.key: cache_14 past_key_values.7.value: cache_15 past_key_values.8.key: cache_16 past_key_values.8.value: cache_17 past_key_values.9.key: cache_18 past_key_values.9.value: cache_19 past_key_values.10.key: cache_20 past_key_values.10.value: cache_21 past_key_values.11.key: cache_22 past_key_values.11.value: cache_23 past_key_values.12.key: cache_24 past_key_values.12.value: cache_25 past_key_values.13.key: cache_26 past_key_values.13.value: cache_27 past_key_values.14.key: cache_28 past_key_values.14.value: cache_29 past_key_values.15.key: cache_30 past_key_values.15.value: cache_31 past_key_values.16.key: cache_32 past_key_values.16.value: cache_33 past_key_values.17.key: cache_34 past_key_values.17.value: cache_35 past_key_values.18.key: cache_36 past_key_values.18.value: cache_37 past_key_values.19.key: cache_38 past_key_values.19.value: cache_39 past_key_values.20.key: cache_40 past_key_values.20.value: cache_41 past_key_values.21.key: cache_42 past_key_values.21.value: cache_43 past_key_values.22.key: cache_44 past_key_values.22.value: cache_45 past_key_values.23.key: cache_46 past_key_values.23.value: cache_47 past_key_values.24.key: cache_48 past_key_values.24.value: cache_49 past_key_values.25.key: cache_50 past_key_values.25.value: cache_51 past_key_values.26.key: cache_52 past_key_values.26.value: cache_53 past_key_values.27.key: cache_54 past_key_values.27.value: cache_55 past_key_values.28.key: cache_56 past_key_values.28.value: cache_57 past_key_values.29.key: cache_58 past_key_values.29.value: cache_59 past_key_values.30.key: cache_60 past_key_values.30.value: cache_61 past_key_values.31.key: cache_62 past_key_values.31.value: cache_63 past_key_values.32.key: cache_64 past_key_values.32.value: cache_65 past_key_values.33.key: cache_66 past_key_values.33.value: cache_67 past_key_values.34.key: cache_68 past_key_values.34.value: cache_69 past_key_values.35.key: cache_70 past_key_values.35.value: cache_71 past_key_values.36.key: cache_72 past_key_values.36.value: cache_73 past_key_values.37.key: cache_74 past_key_values.37.value: cache_75 past_key_values.38.key: cache_76 past_key_values.38.value: cache_77 past_key_values.39.key: cache_78 past_key_values.39.value: cache_79 past_key_values.40.key: cache_80 past_key_values.40.value: cache_81 past_key_values.41.key: cache_82 past_key_values.41.value: cache_83 past_key_values.42.key: cache_84 past_key_values.42.value: cache_85 past_key_values.43.key: cache_86 past_key_values.43.value: cache_87 past_key_values.44.key: cache_88 past_key_values.44.value: cache_89 past_key_values.45.key: cache_90 past_key_values.45.value: cache_91 past_key_values.46.key: cache_92 past_key_values.46.value: cache_93 past_key_values.47.key: cache_94 past_key_values.47.value: cache_95 attention_mask: decoder_step.body_attention_mask outputs: logits: decoder.body.logits present.0.key: decoder.body.present.0.key present.0.value: decoder.body.present.0.value present.1.key: decoder.body.present.1.key present.1.value: decoder.body.present.1.value present.2.key: decoder.body.present.2.key present.2.value: decoder.body.present.2.value present.3.key: decoder.body.present.3.key present.3.value: decoder.body.present.3.value present.4.key: decoder.body.present.4.key present.4.value: decoder.body.present.4.value present.5.key: decoder.body.present.5.key present.5.value: decoder.body.present.5.value present.6.key: decoder.body.present.6.key present.6.value: decoder.body.present.6.value present.7.key: decoder.body.present.7.key present.7.value: decoder.body.present.7.value present.8.key: decoder.body.present.8.key present.8.value: decoder.body.present.8.value present.9.key: decoder.body.present.9.key present.9.value: decoder.body.present.9.value present.10.key: decoder.body.present.10.key present.10.value: decoder.body.present.10.value present.11.key: decoder.body.present.11.key present.11.value: decoder.body.present.11.value present.12.key: decoder.body.present.12.key present.12.value: decoder.body.present.12.value present.13.key: decoder.body.present.13.key present.13.value: decoder.body.present.13.value present.14.key: decoder.body.present.14.key present.14.value: decoder.body.present.14.value present.15.key: decoder.body.present.15.key present.15.value: decoder.body.present.15.value present.16.key: decoder.body.present.16.key present.16.value: decoder.body.present.16.value present.17.key: decoder.body.present.17.key present.17.value: decoder.body.present.17.value present.18.key: decoder.body.present.18.key present.18.value: decoder.body.present.18.value present.19.key: decoder.body.present.19.key present.19.value: decoder.body.present.19.value present.20.key: decoder.body.present.20.key present.20.value: decoder.body.present.20.value present.21.key: decoder.body.present.21.key present.21.value: decoder.body.present.21.value present.22.key: decoder.body.present.22.key present.22.value: decoder.body.present.22.value present.23.key: decoder.body.present.23.key present.23.value: decoder.body.present.23.value present.24.key: decoder.body.present.24.key present.24.value: decoder.body.present.24.value present.25.key: decoder.body.present.25.key present.25.value: decoder.body.present.25.value present.26.key: decoder.body.present.26.key present.26.value: decoder.body.present.26.value present.27.key: decoder.body.present.27.key present.27.value: decoder.body.present.27.value present.28.key: decoder.body.present.28.key present.28.value: decoder.body.present.28.value present.29.key: decoder.body.present.29.key present.29.value: decoder.body.present.29.value present.30.key: decoder.body.present.30.key present.30.value: decoder.body.present.30.value present.31.key: decoder.body.present.31.key present.31.value: decoder.body.present.31.value present.32.key: decoder.body.present.32.key present.32.value: decoder.body.present.32.value present.33.key: decoder.body.present.33.key present.33.value: decoder.body.present.33.value present.34.key: decoder.body.present.34.key present.34.value: decoder.body.present.34.value present.35.key: decoder.body.present.35.key present.35.value: decoder.body.present.35.value present.36.key: decoder.body.present.36.key present.36.value: decoder.body.present.36.value present.37.key: decoder.body.present.37.key present.37.value: decoder.body.present.37.value present.38.key: decoder.body.present.38.key present.38.value: decoder.body.present.38.value present.39.key: decoder.body.present.39.key present.39.value: decoder.body.present.39.value present.40.key: decoder.body.present.40.key present.40.value: decoder.body.present.40.value present.41.key: decoder.body.present.41.key present.41.value: decoder.body.present.41.value present.42.key: decoder.body.present.42.key present.42.value: decoder.body.present.42.value present.43.key: decoder.body.present.43.key present.43.value: decoder.body.present.43.value present.44.key: decoder.body.present.44.key present.44.value: decoder.body.present.44.value present.45.key: decoder.body.present.45.key present.45.value: decoder.body.present.45.value present.46.key: decoder.body.present.46.key present.46.value: decoder.body.present.46.value present.47.key: decoder.body.present.47.key present.47.value: decoder.body.present.47.value - kind: invoke component: last_token_logits inputs: logits: decoder.body.logits outputs: last_logits: decoder.body.last_logits continue_when: active max_iterations: request.max_iterations carried: - cell: token next: token.body - cell: logits next: decoder.body.last_logits - cell: generated_lengths next: token.next_lengths - cell: active next: loop.next_active - cell: done next: loop.done - cell: cache_lengths next: cache_lengths.next - cell: accepted_len next: accepted_len.next - cell: rng_counter next: sample.next_counter - cell: attention_mask next: decoder_step.body_attention_mask - cell: cache_0 next: decoder.body.present.0.key - cell: cache_1 next: decoder.body.present.0.value - cell: cache_2 next: decoder.body.present.1.key - cell: cache_3 next: decoder.body.present.1.value - cell: cache_4 next: decoder.body.present.2.key - cell: cache_5 next: decoder.body.present.2.value - cell: cache_6 next: decoder.body.present.3.key - cell: cache_7 next: decoder.body.present.3.value - cell: cache_8 next: decoder.body.present.4.key - cell: cache_9 next: decoder.body.present.4.value - cell: cache_10 next: decoder.body.present.5.key - cell: cache_11 next: decoder.body.present.5.value - cell: cache_12 next: decoder.body.present.6.key - cell: cache_13 next: decoder.body.present.6.value - cell: cache_14 next: decoder.body.present.7.key - cell: cache_15 next: decoder.body.present.7.value - cell: cache_16 next: decoder.body.present.8.key - cell: cache_17 next: decoder.body.present.8.value - cell: cache_18 next: decoder.body.present.9.key - cell: cache_19 next: decoder.body.present.9.value - cell: cache_20 next: decoder.body.present.10.key - cell: cache_21 next: decoder.body.present.10.value - cell: cache_22 next: decoder.body.present.11.key - cell: cache_23 next: decoder.body.present.11.value - cell: cache_24 next: decoder.body.present.12.key - cell: cache_25 next: decoder.body.present.12.value - cell: cache_26 next: decoder.body.present.13.key - cell: cache_27 next: decoder.body.present.13.value - cell: cache_28 next: decoder.body.present.14.key - cell: cache_29 next: decoder.body.present.14.value - cell: cache_30 next: decoder.body.present.15.key - cell: cache_31 next: decoder.body.present.15.value - cell: cache_32 next: decoder.body.present.16.key - cell: cache_33 next: decoder.body.present.16.value - cell: cache_34 next: decoder.body.present.17.key - cell: cache_35 next: decoder.body.present.17.value - cell: cache_36 next: decoder.body.present.18.key - cell: cache_37 next: decoder.body.present.18.value - cell: cache_38 next: decoder.body.present.19.key - cell: cache_39 next: decoder.body.present.19.value - cell: cache_40 next: decoder.body.present.20.key - cell: cache_41 next: decoder.body.present.20.value - cell: cache_42 next: decoder.body.present.21.key - cell: cache_43 next: decoder.body.present.21.value - cell: cache_44 next: decoder.body.present.22.key - cell: cache_45 next: decoder.body.present.22.value - cell: cache_46 next: decoder.body.present.23.key - cell: cache_47 next: decoder.body.present.23.value - cell: cache_48 next: decoder.body.present.24.key - cell: cache_49 next: decoder.body.present.24.value - cell: cache_50 next: decoder.body.present.25.key - cell: cache_51 next: decoder.body.present.25.value - cell: cache_52 next: decoder.body.present.26.key - cell: cache_53 next: decoder.body.present.26.value - cell: cache_54 next: decoder.body.present.27.key - cell: cache_55 next: decoder.body.present.27.value - cell: cache_56 next: decoder.body.present.28.key - cell: cache_57 next: decoder.body.present.28.value - cell: cache_58 next: decoder.body.present.29.key - cell: cache_59 next: decoder.body.present.29.value - cell: cache_60 next: decoder.body.present.30.key - cell: cache_61 next: decoder.body.present.30.value - cell: cache_62 next: decoder.body.present.31.key - cell: cache_63 next: decoder.body.present.31.value - cell: cache_64 next: decoder.body.present.32.key - cell: cache_65 next: decoder.body.present.32.value - cell: cache_66 next: decoder.body.present.33.key - cell: cache_67 next: decoder.body.present.33.value - cell: cache_68 next: decoder.body.present.34.key - cell: cache_69 next: decoder.body.present.34.value - cell: cache_70 next: decoder.body.present.35.key - cell: cache_71 next: decoder.body.present.35.value - cell: cache_72 next: decoder.body.present.36.key - cell: cache_73 next: decoder.body.present.36.value - cell: cache_74 next: decoder.body.present.37.key - cell: cache_75 next: decoder.body.present.37.value - cell: cache_76 next: decoder.body.present.38.key - cell: cache_77 next: decoder.body.present.38.value - cell: cache_78 next: decoder.body.present.39.key - cell: cache_79 next: decoder.body.present.39.value - cell: cache_80 next: decoder.body.present.40.key - cell: cache_81 next: decoder.body.present.40.value - cell: cache_82 next: decoder.body.present.41.key - cell: cache_83 next: decoder.body.present.41.value - cell: cache_84 next: decoder.body.present.42.key - cell: cache_85 next: decoder.body.present.42.value - cell: cache_86 next: decoder.body.present.43.key - cell: cache_87 next: decoder.body.present.43.value - cell: cache_88 next: decoder.body.present.44.key - cell: cache_89 next: decoder.body.present.44.value - cell: cache_90 next: decoder.body.present.45.key - cell: cache_91 next: decoder.body.present.45.value - cell: cache_92 next: decoder.body.present.46.key - cell: cache_93 next: decoder.body.present.46.value - cell: cache_94 next: decoder.body.present.47.key - cell: cache_95 next: decoder.body.present.47.value termination: generation_eos iteration: value: loop.iteration contract: dtype: int64 rank: 1 shape: - 1 package: tokenizer: special_tokens: eos_token_id: - 151645 bos_token_id: 151643