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feat(avm): pedersen commitment sim #7632

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Jul 30, 2024

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IlyasRidhuan commented Jul 26, 2024

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@IlyasRidhuan IlyasRidhuan marked this pull request as ready for review July 26, 2024 14:53
@IlyasRidhuan IlyasRidhuan force-pushed the ir/07-26-feat_avm_pedersen_commitment_sim branch from 5e2b5f4 to 25e66c1 Compare July 26, 2024 14:56
@IlyasRidhuan IlyasRidhuan requested a review from jeanmon as a code owner July 26, 2024 14:56
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@IlyasRidhuan IlyasRidhuan merged commit cc420a0 into master Jul 30, 2024
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@IlyasRidhuan IlyasRidhuan deleted the ir/07-26-feat_avm_pedersen_commitment_sim branch July 30, 2024 10:42
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Benchmark results

Metrics with a significant change:

  • avm_simulation_time_ms (Token:constructor): 124 (+30%)
  • avm_simulation_time_ms (Token:mint_public): 62.5 (-35%)
  • avm_simulation_time_ms (Token:assert_minter_and_mint): 64.1 (-42%)
Detailed results

All benchmarks are run on txs on the Benchmarking contract on the repository. Each tx consists of a batch call to create_note and increment_balance, which guarantees that each tx has a private call, a nested private call, a public call, and a nested public call, as well as an emitted private note, an unencrypted log, and public storage read and write.

This benchmark source data is available in JSON format on S3 here.

Proof generation

Each column represents the number of threads used in proof generation.

Metric 1 threads 4 threads 16 threads 32 threads 64 threads
proof_construction_time_sha256_ms 5,701 (-1%) 1,534 (-2%) 705 752 766 (-1%)
proof_construction_time_sha256_30_ms 11,724 (-1%) 3,135 (-2%) 1,405 (-1%) 1,440 1,463 (-1%)
proof_construction_time_sha256_100_ms 43,651 (-1%) 12,240 (+1%) 5,677 (+4%) 5,520 (+2%) 5,496 (+2%)
proof_construction_time_poseidon_hash_ms 78.0 34.0 34.0 60.0 (+2%) 89.0
proof_construction_time_poseidon_hash_30_ms 1,513 (-1%) 414 (-3%) 200 (-1%) 220 (-3%) 267
proof_construction_time_poseidon_hash_100_ms 5,580 (-1%) 1,511 677 724 (-1%) 746

L2 block published to L1

Each column represents the number of txs on an L2 block published to L1.

Metric 4 txs 8 txs 16 txs
l1_rollup_calldata_size_in_bytes 708 708 708
l1_rollup_calldata_gas 6,576 6,590 6,576
l1_rollup_execution_gas 584,256 584,421 584,558
l2_block_processing_time_in_ms 752 (-2%) 1,428 2,718 (-1%)
l2_block_building_time_in_ms 11,078 (+1%) 21,133 (-2%) 42,759 (+1%)
l2_block_rollup_simulation_time_in_ms 11,078 (+1%) 21,133 (-2%) 42,759 (+2%)
l2_block_public_tx_process_time_in_ms 9,288 (+2%) 19,142 (-2%) 40,612 (+1%)

L2 chain processing

Each column represents the number of blocks on the L2 chain where each block has 8 txs.

Metric 3 blocks 5 blocks
node_history_sync_time_in_ms 7,065 (-1%) 10,082 (+1%)
node_database_size_in_bytes 12,701,776 16,810,064
pxe_database_size_in_bytes 16,254 26,813

Circuits stats

Stats on running time and I/O sizes collected for every kernel circuit run across all benchmarks.

Circuit simulation_time_in_ms witness_generation_time_in_ms input_size_in_bytes output_size_in_bytes proving_time_in_ms proof_size_in_bytes num_public_inputs size_in_gates
private-kernel-init 106 (+1%) 418 (-4%) 21,845 53,090 N/A N/A N/A N/A
private-kernel-inner 189 (+1%) 722 (-1%) 81,005 53,266 N/A N/A N/A N/A
private-kernel-tail 451 891 (+1%) 61,240 57,447 N/A N/A N/A N/A
base-parity 6.47 717 (+3%) 160 96.0 2,157 (+9%) 13,188 19.0 131,072
root-parity 112 130 (+4%) 69,084 96.0 31,871 (+3%) 13,188 19.0 4,194,304
base-rollup 3,428 (-1%) 5,085 (+5%) 182,192 632 46,802 (+6%) 13,988 44.0 4,194,304
root-rollup 156 (+1%) 128 (+4%) 54,429 652 28,434 (+1%) 13,924 42.0 4,194,304
public-kernel-setup 116 2,797 (+4%) 112,985 80,246 18,462 141,444 4,027 2,097,152
public-kernel-app-logic 121 4,013 112,985 80,246 11,387 (+2%) 141,444 4,027 1,048,576
public-kernel-tail 646 (-1%) 23,825 (-9%) 410,726 10,814 69,271 (+5%) 26,372 431 8,388,608
private-kernel-reset-tiny 234 (+1%) 900 76,596 52,961 N/A N/A N/A N/A
private-kernel-tail-to-public 5,257 (+1%) 1,674 (+3%) 900,419 1,697 N/A N/A N/A N/A
public-kernel-teardown 101 4,049 112,985 80,246 19,902 141,444 4,027 2,097,152
merge-rollup 61.4 (-1%) N/A 35,678 632 N/A N/A N/A N/A
undefined N/A N/A N/A N/A 155,763 (-1%) N/A N/A N/A

Stats on running time collected for app circuits

Function input_size_in_bytes output_size_in_bytes witness_generation_time_in_ms proof_size_in_bytes proving_time_in_ms
ContractClassRegisterer:register 1,312 11,699 348 (+1%) N/A N/A
ContractInstanceDeployer:deploy 1,376 11,699 27.6 N/A N/A
MultiCallEntrypoint:entrypoint 1,888 11,699 610 (+1%) N/A N/A
GasToken:deploy 1,344 11,699 448 (+3%) N/A N/A
SchnorrAccount:constructor 1,280 11,699 433 (+1%) N/A N/A
SchnorrAccount:entrypoint 2,272 11,699 821 N/A N/A
Token:privately_mint_private_note 1,248 11,699 504 (-1%) N/A N/A
FPC:fee_entrypoint_public 1,312 11,699 89.6 (+2%) N/A N/A
Token:transfer 1,280 11,699 1,321 N/A N/A
AuthRegistry:set_authorized (avm) 21,702 N/A N/A 102,048 2,303 (+10%)
FPC:prepare_fee (avm) 25,150 N/A N/A 102,112 2,328 (+8%)
Token:transfer_public (avm) 58,188 N/A N/A 102,112 6,752 (+2%)
AuthRegistry:consume (avm) 35,580 N/A N/A 102,080 2,757 (+8%)
FPC:pay_refund (avm) 30,010 N/A N/A 102,080 3,709 (+9%)
Benchmarking:create_note 1,312 11,699 420 N/A N/A
SchnorrAccount:verify_private_authwit 1,248 11,699 49.1 (+12%) N/A N/A
Token:unshield 1,344 11,699 1,140 N/A N/A
FPC:fee_entrypoint_private 1,344 11,699 1,413 (-1%) N/A N/A

AVM Simulation

Time to simulate various public functions in the AVM.

Function time_ms bytecode_size_in_bytes
GasToken:_increase_public_balance 103 (+3%) 13,790
GasToken:set_portal 16.2 (+6%) 3,339
Token:constructor ⚠️ 124 (+30%) 23,692
FPC:constructor 94.0 13,592
GasToken:mint_public 85.5 (+4%) 10,158
Token:mint_public ⚠️ 62.5 (-35%) 19,034
Token:assert_minter_and_mint ⚠️ 64.1 (-42%) 12,925
AuthRegistry:set_authorized 60.7 (+29%) 7,812
FPC:prepare_fee 252 (+2%) 11,068
Token:transfer_public 53.9 44,012
FPC:pay_refund 77.0 15,961
Benchmarking:increment_balance 1,079 (+1%) 11,281
Token:_increase_public_balance 15.0 (+1%) 15,006
FPC:pay_refund_with_shielded_rebate 135 (-1%) 17,056

Public DB Access

Time to access various public DBs.

Function time_ms
get-nullifier-index 0.157 (-1%)

Tree insertion stats

The duration to insert a fixed batch of leaves into each tree type.

Metric 1 leaves 16 leaves 64 leaves 128 leaves 256 leaves 512 leaves 1024 leaves
batch_insert_into_append_only_tree_16_depth_ms 10.4 16.7 N/A N/A N/A N/A N/A
batch_insert_into_append_only_tree_16_depth_hash_count 16.8 31.7 N/A N/A N/A N/A N/A
batch_insert_into_append_only_tree_16_depth_hash_ms 0.602 0.514 N/A N/A N/A N/A N/A
batch_insert_into_append_only_tree_32_depth_ms N/A N/A 48.1 78.2 (+2%) 131 246 (-1%) 472 (-2%)
batch_insert_into_append_only_tree_32_depth_hash_count N/A N/A 95.9 159 287 543 1,055
batch_insert_into_append_only_tree_32_depth_hash_ms N/A N/A 0.491 0.480 (+2%) 0.451 0.445 (-1%) 0.440 (-2%)
batch_insert_into_indexed_tree_20_depth_ms N/A N/A 59.6 113 (+1%) 182 (-1%) 355 (+1%) 695
batch_insert_into_indexed_tree_20_depth_hash_count N/A N/A 109 207 355 691 1,363
batch_insert_into_indexed_tree_20_depth_hash_ms N/A N/A 0.503 0.505 (+1%) 0.481 (-1%) 0.480 0.478
batch_insert_into_indexed_tree_40_depth_ms N/A N/A 73.2 N/A N/A N/A N/A
batch_insert_into_indexed_tree_40_depth_hash_count N/A N/A 133 N/A N/A N/A N/A
batch_insert_into_indexed_tree_40_depth_hash_ms N/A N/A 0.520 N/A N/A N/A N/A

Miscellaneous

Transaction sizes based on how many contract classes are registered in the tx.

Metric 0 registered classes 1 registered classes
tx_size_in_bytes 72,017 666,910

Transaction size based on fee payment method

| Metric | |
| - | |

vezenovm pushed a commit that referenced this pull request Jul 30, 2024
🤖 I have created a release *beep* *boop*
---


<details><summary>aztec-package: 0.47.1</summary>

##
[0.47.1](aztec-package-v0.47.0...aztec-package-v0.47.1)
(2024-07-30)


### Features

* Do not evict tx objects from p2p tx pool immediately
([#7652](#7652))
([96492dc](96492dc))
* Min and max block times for sequencer
([#7630](#7630))
([2a013b8](2a013b8))
* Transaction sender bot
([#7586](#7586))
([176fd08](176fd08)),
closes
[#7562](#7562)


### Bug Fixes

* Aztec start --prover
([#7617](#7617))
([ac206a6](ac206a6))


### Miscellaneous

* Add tx bot to terraform
([#7609](#7609))
([6caa914](6caa914))
* Merge Devnet back to Master
([#7611](#7611))
([112961c](112961c))
</details>

<details><summary>barretenberg.js: 0.47.1</summary>

##
[0.47.1](barretenberg.js-v0.47.0...barretenberg.js-v0.47.1)
(2024-07-30)


### Miscellaneous

* **barretenberg.js:** Synchronize aztec-packages versions
</details>

<details><summary>aztec-packages: 0.47.1</summary>

##
[0.47.1](aztec-packages-v0.47.0...aztec-packages-v0.47.1)
(2024-07-30)


### Features

* Add recursive aggregation object to proving/verification keys
([#6770](#6770))
([f48b069](f48b069))
* Adding aggregation to honk and rollup
([#7466](#7466))
([2633aa9](2633aa9))
* Allow get_notes to return zero notes
([#7621](#7621))
([e16452a](e16452a))
* **avm:** Pedersen commit in avm
([#7634](#7634))
([45e7867](45e7867))
* **avm:** Pedersen commitment sim
([#7632](#7632))
([cc420a0](cc420a0))
* Do not evict tx objects from p2p tx pool immediately
([#7652](#7652))
([96492dc](96492dc))
* Handle L1toL2 msgs in prover-node
([#7654](#7654))
([f35bac5](f35bac5))
* Leonidas
([#7597](#7597))
([eda498a](eda498a))
* Min and max block times for sequencer
([#7630](#7630))
([2a013b8](2a013b8))
* **sol-honk:** Integrate solidity honk verifier with bb and acir tests
([#7573](#7573))
([344ca6f](344ca6f))
* **sol-honk:** Test verifying recursive proof
([#7576](#7576))
([26408c1](26408c1))
* Static.aztec.network
([#7649](#7649))
([9dffef5](9dffef5))
* Transaction sender bot
([#7586](#7586))
([176fd08](176fd08)),
closes
[#7562](#7562)


### Bug Fixes

* Aztec start --prover
([#7617](#7617))
([ac206a6](ac206a6))
* Bb mac build
([#7619](#7619))
([e3c5602](e3c5602))
* Faucet correctly derives its account
([#7645](#7645))
([921773f](921773f))
* Uniswap e2e test "nonce too low"
([#7633](#7633))
([e9e2318](e9e2318))


### Miscellaneous

* Add tx bot to terraform
([#7609](#7609))
([6caa914](6caa914))
* **bb readme:** Add installation instructions and TODOs
([#7601](#7601))
([1a97698](1a97698))
* **bb readme:** Update versioning instructions and add Honk Solidity
verifier commands
([#7608](#7608))
([9dd9195](9dd9195))
* Bench client ivc proof verification
([#7553](#7553))
([b060309](b060309))
* Call requests
([#7483](#7483))
([ffedf39](ffedf39))
* Constant inputs for most blackboxes
([#7613](#7613))
([3247058](3247058))
* **docs:** Fix links
([#7602](#7602))
([f2029be](f2029be))
* Merge Devnet back to Master
([#7611](#7611))
([112961c](112961c))
* **p2p:** Tx serialization cleanup
([#7620](#7620))
([022a899](022a899))
* Replace relative paths to noir-protocol-circuits
([ebaafc7](ebaafc7))
* Replace relative paths to noir-protocol-circuits
([d3b818d](d3b818d))
* Replace relative paths to noir-protocol-circuits
([4a26a19](4a26a19))
</details>

<details><summary>barretenberg: 0.47.1</summary>

##
[0.47.1](barretenberg-v0.47.0...barretenberg-v0.47.1)
(2024-07-30)


### Features

* Add recursive aggregation object to proving/verification keys
([#6770](#6770))
([f48b069](f48b069))
* Adding aggregation to honk and rollup
([#7466](#7466))
([2633aa9](2633aa9))
* **avm:** Pedersen commit in avm
([#7634](#7634))
([45e7867](45e7867))
* **avm:** Pedersen commitment sim
([#7632](#7632))
([cc420a0](cc420a0))
* **sol-honk:** Integrate solidity honk verifier with bb and acir tests
([#7573](#7573))
([344ca6f](344ca6f))
* **sol-honk:** Test verifying recursive proof
([#7576](#7576))
([26408c1](26408c1))


### Bug Fixes

* Bb mac build
([#7619](#7619))
([e3c5602](e3c5602))


### Miscellaneous

* **bb readme:** Add installation instructions and TODOs
([#7601](#7601))
([1a97698](1a97698))
* **bb readme:** Update versioning instructions and add Honk Solidity
verifier commands
([#7608](#7608))
([9dd9195](9dd9195))
* Call requests
([#7483](#7483))
([ffedf39](ffedf39))
* Constant inputs for most blackboxes
([#7613](#7613))
([3247058](3247058))
* Merge Devnet back to Master
([#7611](#7611))
([112961c](112961c))
</details>

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).
AztecBot added a commit to AztecProtocol/barretenberg that referenced this pull request Jul 31, 2024
🤖 I have created a release *beep* *boop*
---


<details><summary>aztec-package: 0.47.1</summary>

##
[0.47.1](AztecProtocol/aztec-packages@aztec-package-v0.47.0...aztec-package-v0.47.1)
(2024-07-30)


### Features

* Do not evict tx objects from p2p tx pool immediately
([#7652](AztecProtocol/aztec-packages#7652))
([96492dc](AztecProtocol/aztec-packages@96492dc))
* Min and max block times for sequencer
([#7630](AztecProtocol/aztec-packages#7630))
([2a013b8](AztecProtocol/aztec-packages@2a013b8))
* Transaction sender bot
([#7586](AztecProtocol/aztec-packages#7586))
([176fd08](AztecProtocol/aztec-packages@176fd08)),
closes
[#7562](AztecProtocol/aztec-packages#7562)


### Bug Fixes

* Aztec start --prover
([#7617](AztecProtocol/aztec-packages#7617))
([ac206a6](AztecProtocol/aztec-packages@ac206a6))


### Miscellaneous

* Add tx bot to terraform
([#7609](AztecProtocol/aztec-packages#7609))
([6caa914](AztecProtocol/aztec-packages@6caa914))
* Merge Devnet back to Master
([#7611](AztecProtocol/aztec-packages#7611))
([112961c](AztecProtocol/aztec-packages@112961c))
</details>

<details><summary>barretenberg.js: 0.47.1</summary>

##
[0.47.1](AztecProtocol/aztec-packages@barretenberg.js-v0.47.0...barretenberg.js-v0.47.1)
(2024-07-30)


### Miscellaneous

* **barretenberg.js:** Synchronize aztec-packages versions
</details>

<details><summary>aztec-packages: 0.47.1</summary>

##
[0.47.1](AztecProtocol/aztec-packages@aztec-packages-v0.47.0...aztec-packages-v0.47.1)
(2024-07-30)


### Features

* Add recursive aggregation object to proving/verification keys
([#6770](AztecProtocol/aztec-packages#6770))
([f48b069](AztecProtocol/aztec-packages@f48b069))
* Adding aggregation to honk and rollup
([#7466](AztecProtocol/aztec-packages#7466))
([2633aa9](AztecProtocol/aztec-packages@2633aa9))
* Allow get_notes to return zero notes
([#7621](AztecProtocol/aztec-packages#7621))
([e16452a](AztecProtocol/aztec-packages@e16452a))
* **avm:** Pedersen commit in avm
([#7634](AztecProtocol/aztec-packages#7634))
([45e7867](AztecProtocol/aztec-packages@45e7867))
* **avm:** Pedersen commitment sim
([#7632](AztecProtocol/aztec-packages#7632))
([cc420a0](AztecProtocol/aztec-packages@cc420a0))
* Do not evict tx objects from p2p tx pool immediately
([#7652](AztecProtocol/aztec-packages#7652))
([96492dc](AztecProtocol/aztec-packages@96492dc))
* Handle L1toL2 msgs in prover-node
([#7654](AztecProtocol/aztec-packages#7654))
([f35bac5](AztecProtocol/aztec-packages@f35bac5))
* Leonidas
([#7597](AztecProtocol/aztec-packages#7597))
([eda498a](AztecProtocol/aztec-packages@eda498a))
* Min and max block times for sequencer
([#7630](AztecProtocol/aztec-packages#7630))
([2a013b8](AztecProtocol/aztec-packages@2a013b8))
* **sol-honk:** Integrate solidity honk verifier with bb and acir tests
([#7573](AztecProtocol/aztec-packages#7573))
([344ca6f](AztecProtocol/aztec-packages@344ca6f))
* **sol-honk:** Test verifying recursive proof
([#7576](AztecProtocol/aztec-packages#7576))
([26408c1](AztecProtocol/aztec-packages@26408c1))
* Static.aztec.network
([#7649](AztecProtocol/aztec-packages#7649))
([9dffef5](AztecProtocol/aztec-packages@9dffef5))
* Transaction sender bot
([#7586](AztecProtocol/aztec-packages#7586))
([176fd08](AztecProtocol/aztec-packages@176fd08)),
closes
[#7562](AztecProtocol/aztec-packages#7562)


### Bug Fixes

* Aztec start --prover
([#7617](AztecProtocol/aztec-packages#7617))
([ac206a6](AztecProtocol/aztec-packages@ac206a6))
* Bb mac build
([#7619](AztecProtocol/aztec-packages#7619))
([e3c5602](AztecProtocol/aztec-packages@e3c5602))
* Faucet correctly derives its account
([#7645](AztecProtocol/aztec-packages#7645))
([921773f](AztecProtocol/aztec-packages@921773f))
* Uniswap e2e test "nonce too low"
([#7633](AztecProtocol/aztec-packages#7633))
([e9e2318](AztecProtocol/aztec-packages@e9e2318))


### Miscellaneous

* Add tx bot to terraform
([#7609](AztecProtocol/aztec-packages#7609))
([6caa914](AztecProtocol/aztec-packages@6caa914))
* **bb readme:** Add installation instructions and TODOs
([#7601](AztecProtocol/aztec-packages#7601))
([1a97698](AztecProtocol/aztec-packages@1a97698))
* **bb readme:** Update versioning instructions and add Honk Solidity
verifier commands
([#7608](AztecProtocol/aztec-packages#7608))
([9dd9195](AztecProtocol/aztec-packages@9dd9195))
* Bench client ivc proof verification
([#7553](AztecProtocol/aztec-packages#7553))
([b060309](AztecProtocol/aztec-packages@b060309))
* Call requests
([#7483](AztecProtocol/aztec-packages#7483))
([ffedf39](AztecProtocol/aztec-packages@ffedf39))
* Constant inputs for most blackboxes
([#7613](AztecProtocol/aztec-packages#7613))
([3247058](AztecProtocol/aztec-packages@3247058))
* **docs:** Fix links
([#7602](AztecProtocol/aztec-packages#7602))
([f2029be](AztecProtocol/aztec-packages@f2029be))
* Merge Devnet back to Master
([#7611](AztecProtocol/aztec-packages#7611))
([112961c](AztecProtocol/aztec-packages@112961c))
* **p2p:** Tx serialization cleanup
([#7620](AztecProtocol/aztec-packages#7620))
([022a899](AztecProtocol/aztec-packages@022a899))
* Replace relative paths to noir-protocol-circuits
([ebaafc7](AztecProtocol/aztec-packages@ebaafc7))
* Replace relative paths to noir-protocol-circuits
([d3b818d](AztecProtocol/aztec-packages@d3b818d))
* Replace relative paths to noir-protocol-circuits
([4a26a19](AztecProtocol/aztec-packages@4a26a19))
</details>

<details><summary>barretenberg: 0.47.1</summary>

##
[0.47.1](AztecProtocol/aztec-packages@barretenberg-v0.47.0...barretenberg-v0.47.1)
(2024-07-30)


### Features

* Add recursive aggregation object to proving/verification keys
([#6770](AztecProtocol/aztec-packages#6770))
([f48b069](AztecProtocol/aztec-packages@f48b069))
* Adding aggregation to honk and rollup
([#7466](AztecProtocol/aztec-packages#7466))
([2633aa9](AztecProtocol/aztec-packages@2633aa9))
* **avm:** Pedersen commit in avm
([#7634](AztecProtocol/aztec-packages#7634))
([45e7867](AztecProtocol/aztec-packages@45e7867))
* **avm:** Pedersen commitment sim
([#7632](AztecProtocol/aztec-packages#7632))
([cc420a0](AztecProtocol/aztec-packages@cc420a0))
* **sol-honk:** Integrate solidity honk verifier with bb and acir tests
([#7573](AztecProtocol/aztec-packages#7573))
([344ca6f](AztecProtocol/aztec-packages@344ca6f))
* **sol-honk:** Test verifying recursive proof
([#7576](AztecProtocol/aztec-packages#7576))
([26408c1](AztecProtocol/aztec-packages@26408c1))


### Bug Fixes

* Bb mac build
([#7619](AztecProtocol/aztec-packages#7619))
([e3c5602](AztecProtocol/aztec-packages@e3c5602))


### Miscellaneous

* **bb readme:** Add installation instructions and TODOs
([#7601](AztecProtocol/aztec-packages#7601))
([1a97698](AztecProtocol/aztec-packages@1a97698))
* **bb readme:** Update versioning instructions and add Honk Solidity
verifier commands
([#7608](AztecProtocol/aztec-packages#7608))
([9dd9195](AztecProtocol/aztec-packages@9dd9195))
* Call requests
([#7483](AztecProtocol/aztec-packages#7483))
([ffedf39](AztecProtocol/aztec-packages@ffedf39))
* Constant inputs for most blackboxes
([#7613](AztecProtocol/aztec-packages#7613))
([3247058](AztecProtocol/aztec-packages@3247058))
* Merge Devnet back to Master
([#7611](AztecProtocol/aztec-packages#7611))
([112961c](AztecProtocol/aztec-packages@112961c))
</details>

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).
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3 participants