fix: optimize

zero_bin/prover/src/lib.rs

@@ -18,7 +18,10 @@ use trace_decoder::{
 use tracing::info;
 use zero_bin_common::fs::generate_block_proof_file_name;
 
-const GENERATION_INPUTS_AGG_CHUNK_SIZE: usize = 2;
+// Limit the number of segments that are proven in parallel
+// to prevent excessive memory consumption
+const GENERATION_INPUTS_AGG_CHUNK_SIZE_INNER: usize = 2;
+const GENERATION_INPUTS_AGG_CHUNK_SIZE: usize = 5;
 
 #[derive(Debug, Deserialize, Serialize)]
 pub struct BlockProverInput {
@@ -69,51 +72,58 @@ impl BlockProverInput {
         };
 
         // Aggregate transaction proofs
-        let txn_agg_proof =  ops::TxnAggProof {
+        let txn_agg_proof = ops::TxnAggProof {
             save_inputs_on_error,
         };
 
-        // Map the transactions to a stream of transaction proofs.
-        let tx_proof_futs : FuturesUnordered<_> = txs.chunks(GENERATION_INPUTS_AGG_CHUNK_SIZE)
-            .enumerate()
-            .map(|(idy, chunk)|
-        {
+        // Tweak inner and outer chunk size if needed for memory/utilization balance
+        let mut all_txn_aggregatable_proofs = Vec::new();
+        for chunk in txs.chunks(GENERATION_INPUTS_AGG_CHUNK_SIZE) {
+            // Map the chunk of transactions to transaction proofs.
             let chunk_tx_proof_futs: FuturesUnordered<_> = chunk
-                .iter()
-                .enumerate()
-                .map(|(idx, txn)| {
-                    let data_iterator = SegmentDataIterator {
-                        partial_next_data: None,
-                        inputs: txn,
-                        max_cpu_len_log: Some(max_cpu_len_log),
-                    };
-
-                    Directive::map(IndexedStream::from(data_iterator), &seg_ops)
-                        .fold(&agg_ops)
-                        .run(runtime)
-                        .map(move |e| {
-                            e.map(|p| (idx, proof_gen::proof_types::TxnAggregatableProof::from(p)))
+                .chunks(GENERATION_INPUTS_AGG_CHUNK_SIZE_INNER)
+                .map(|generation_inputs| {
+                    let chunk_tx_proof_futs: FuturesUnordered<_> = generation_inputs
+                        .iter()
+                        .enumerate()
+                        .map(|(idx, generation_inputs)| {
+                            let data_iterator = SegmentDataIterator {
+                                partial_next_data: None,
+                                inputs: generation_inputs,
+                                max_cpu_len_log: Some(max_cpu_len_log),
+                            };
+
+                            // Create segment aggregatable proofs from generation segment data
+                            // and aggregate them into single txn aggregatable proof
+                            Directive::map(IndexedStream::from(data_iterator), &seg_ops)
+                                .fold(&agg_ops)
+                                .run(runtime)
+                                .map(move |e| {
+                                    e.map(|p| {
+                                        (idx, proof_gen::proof_types::TxnAggregatableProof::from(p))
+                                    })
+                                })
                         })
+                        .collect();
+
+                    // Aggregate txn aggregatable proofs for this chunk
+                    Directive::fold(IndexedStream::new(chunk_tx_proof_futs), &txn_agg_proof)
+                        .run(runtime)
                 })
                 .collect();
 
-                let result = Directive::fold(
-                    IndexedStream::new(chunk_tx_proof_futs),
-                    &txn_agg_proof,
-                ).run(runtime);
-                result.map(move |p| (idy, p))
-        })
-            .collect();
-
-        let mut txn_aggregatable_proofs = Vec::new();
-        for fut in tx_proof_futs {
-            let (_idx, txn_aggregatable_proof) = fut.await;
-            txn_aggregatable_proofs.push(txn_aggregatable_proof?);
+            // Await for the chunk to be computed
+            all_txn_aggregatable_proofs.extend(
+                futures::future::join_all(chunk_tx_proof_futs)
+                    .await
+                    .into_iter()
+                    .collect::<Result<Vec<_>, _>>()?,
+            );
         }
 
-        // Fold the transaction proof stream into a single transaction proof.
+        // Fold all the agg transaction proofs into a single transaction proof
         let final_txn_proof = Directive::fold(
-            IndexedStream::from(txn_aggregatable_proofs.into_iter()),
+            IndexedStream::from(all_txn_aggregatable_proofs.into_iter()),
             &txn_agg_proof,
         )
         .run(runtime)
@@ -128,6 +138,7 @@ impl BlockProverInput {
                 None => None,
             };
 
+            // Generate the block proof
             let block_proof = paladin::directive::Literal(proof)
                 .map(&ops::BlockProof {
                     prev,