From 96e189485d84c7509486f7c0026494c2ac6d51ef Mon Sep 17 00:00:00 2001 From: Andreea Popescu Date: Mon, 16 Jun 2025 15:33:10 +0100 Subject: [PATCH] fix sigmoid steepness --- docs/img/sigmoid_steepness.png | Bin 0 -> 151434 bytes hyperparameters.md | 4 +- pallets/admin-utils/src/lib.rs | 24 +++++++-- pallets/admin-utils/src/tests/mock.rs | 2 +- pallets/admin-utils/src/tests/mod.rs | 59 +++++++++++++++++++++++ pallets/subtensor/src/epoch/run_epoch.rs | 7 ++- pallets/subtensor/src/lib.rs | 4 +- pallets/subtensor/src/macros/config.rs | 2 +- pallets/subtensor/src/macros/events.rs | 2 +- pallets/subtensor/src/tests/epoch.rs | 2 +- pallets/subtensor/src/tests/mock.rs | 2 +- pallets/subtensor/src/utils/misc.rs | 2 +- precompiles/src/solidity/subnet.abi | 24 +++++++-- precompiles/src/solidity/subnet.sol | 11 ++++- precompiles/src/subnet.rs | 6 +-- runtime/src/lib.rs | 2 +- 16 files changed, 127 insertions(+), 26 deletions(-) create mode 100644 docs/img/sigmoid_steepness.png diff --git 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zz2wLd7tk=kn$71frB07smS6XI_Os$+z!B%O<;=1hCE5}TW*|me9PV!>do&R5Xv?2^ XSv5}QCo|%&fGqQL^>bP0l+XkK, netuid: NetUid, - steepness: u16, + steepness: i16, ) -> DispatchResult { - ensure_root(origin)?; + pallet_subtensor::Pallet::::ensure_subnet_owner_or_root(origin.clone(), netuid)?; + + ensure!( + pallet_subtensor::Pallet::::if_subnet_exist(netuid), + Error::::SubnetDoesNotExist + ); + + let is_root = ensure_root(origin).is_ok(); + ensure!( + is_root || steepness >= 0, + Error::::NegativeSigmoidSteepness + ); + pallet_subtensor::Pallet::::set_alpha_sigmoid_steepness(netuid, steepness); log::debug!( diff --git a/pallets/admin-utils/src/tests/mock.rs b/pallets/admin-utils/src/tests/mock.rs index 830c659c42..9689d01de5 100644 --- a/pallets/admin-utils/src/tests/mock.rs +++ b/pallets/admin-utils/src/tests/mock.rs @@ -81,7 +81,7 @@ parameter_types! { pub const TransactionByteFee: Balance = 100; pub const SDebug:u64 = 1; pub const InitialRho: u16 = 30; - pub const InitialAlphaSigmoidSteepness: u16 = 10; + pub const InitialAlphaSigmoidSteepness: i16 = 1000; pub const InitialKappa: u16 = 32_767; pub const InitialTempo: u16 = 0; pub const SelfOwnership: u64 = 2; diff --git a/pallets/admin-utils/src/tests/mod.rs b/pallets/admin-utils/src/tests/mod.rs index 9e70858566..cab9be200d 100644 --- a/pallets/admin-utils/src/tests/mod.rs +++ b/pallets/admin-utils/src/tests/mod.rs @@ -1146,6 +1146,65 @@ fn test_sudo_set_liquid_alpha_enabled() { }); } +#[test] +fn test_sudo_set_alpha_sigmoid_steepness() { + new_test_ext().execute_with(|| { + let netuid = NetUid::from(1); + let to_be_set: i16 = 5000; + add_network(netuid, 10); + let init_value = SubtensorModule::get_alpha_sigmoid_steepness(netuid); + assert_eq!( + AdminUtils::sudo_set_alpha_sigmoid_steepness( + <::RuntimeOrigin>::signed(U256::from(1)), + netuid, + to_be_set + ), + Err(DispatchError::BadOrigin) + ); + assert_eq!( + AdminUtils::sudo_set_alpha_sigmoid_steepness( + <::RuntimeOrigin>::root(), + netuid.next(), + to_be_set + ), + Err(Error::::SubnetDoesNotExist.into()) + ); + + let owner = U256::from(10); + pallet_subtensor::SubnetOwner::::insert(netuid, owner); + assert_eq!( + AdminUtils::sudo_set_alpha_sigmoid_steepness( + <::RuntimeOrigin>::signed(owner), + netuid, + -to_be_set + ), + Err(Error::::NegativeSigmoidSteepness.into()) + ); + assert_eq!( + SubtensorModule::get_alpha_sigmoid_steepness(netuid), + init_value + ); + assert_ok!(AdminUtils::sudo_set_alpha_sigmoid_steepness( + <::RuntimeOrigin>::root(), + netuid, + to_be_set + )); + assert_eq!( + SubtensorModule::get_alpha_sigmoid_steepness(netuid), + to_be_set + ); + assert_ok!(AdminUtils::sudo_set_alpha_sigmoid_steepness( + <::RuntimeOrigin>::root(), + netuid, + -to_be_set + )); + assert_eq!( + SubtensorModule::get_alpha_sigmoid_steepness(netuid), + -to_be_set + ); + }); +} + #[test] fn test_set_alpha_values_dispatch_info_ok() { new_test_ext().execute_with(|| { diff --git a/pallets/subtensor/src/epoch/run_epoch.rs b/pallets/subtensor/src/epoch/run_epoch.rs index 715eb89f69..c2ffc3a45c 100644 --- a/pallets/subtensor/src/epoch/run_epoch.rs +++ b/pallets/subtensor/src/epoch/run_epoch.rs @@ -1298,10 +1298,9 @@ impl Pallet { // sigmoid = 1. / (1. + e^(-steepness * (combined_diff - 0.5))) let sigmoid = one.saturating_div( one.saturating_add(safe_exp( - I32F32::from_num(-1).saturating_mul( - alpha_sigmoid_steepness - .saturating_mul(combined_diff.saturating_sub(I32F32::from_num(0.5))), - ), + alpha_sigmoid_steepness + .saturating_div(I32F32::from_num(-100)) + .saturating_mul(combined_diff.saturating_sub(I32F32::from_num(0.5))), )), ); let alpha = diff --git a/pallets/subtensor/src/lib.rs b/pallets/subtensor/src/lib.rs index 1a48024bb0..19e218c6e0 100644 --- a/pallets/subtensor/src/lib.rs +++ b/pallets/subtensor/src/lib.rs @@ -595,7 +595,7 @@ pub mod pallet { } #[pallet::type_value] /// Default value for alpha sigmoid steepness. - pub fn DefaultAlphaSigmoidSteepness() -> u16 { + pub fn DefaultAlphaSigmoidSteepness() -> i16 { T::InitialAlphaSigmoidSteepness::get() } #[pallet::type_value] @@ -1292,7 +1292,7 @@ pub mod pallet { #[pallet::storage] /// --- MAP ( netuid ) --> AlphaSigmoidSteepness pub type AlphaSigmoidSteepness = - StorageMap<_, Identity, NetUid, u16, ValueQuery, DefaultAlphaSigmoidSteepness>; + StorageMap<_, Identity, NetUid, i16, ValueQuery, DefaultAlphaSigmoidSteepness>; #[pallet::storage] /// --- MAP ( netuid ) --> Kappa pub type Kappa = StorageMap<_, Identity, NetUid, u16, ValueQuery, DefaultKappa>; diff --git a/pallets/subtensor/src/macros/config.rs b/pallets/subtensor/src/macros/config.rs index b0f2483331..8853bd9e51 100644 --- a/pallets/subtensor/src/macros/config.rs +++ b/pallets/subtensor/src/macros/config.rs @@ -107,7 +107,7 @@ mod config { type InitialRho: Get; /// AlphaSigmoidSteepness constant. #[pallet::constant] - type InitialAlphaSigmoidSteepness: Get; + type InitialAlphaSigmoidSteepness: Get; /// Kappa constant. #[pallet::constant] type InitialKappa: Get; diff --git a/pallets/subtensor/src/macros/events.rs b/pallets/subtensor/src/macros/events.rs index b327376aad..3f3c71860d 100644 --- a/pallets/subtensor/src/macros/events.rs +++ b/pallets/subtensor/src/macros/events.rs @@ -51,7 +51,7 @@ mod events { /// Rho value is set. RhoSet(NetUid, u16), /// steepness of the sigmoid used to compute alpha values. - AlphaSigmoidSteepnessSet(NetUid, u16), + AlphaSigmoidSteepnessSet(NetUid, i16), /// Kappa is set for a subnet. KappaSet(NetUid, u16), /// minimum allowed weight is set for a subnet. diff --git a/pallets/subtensor/src/tests/epoch.rs b/pallets/subtensor/src/tests/epoch.rs index 0e567796d7..1e26a2413d 100644 --- a/pallets/subtensor/src/tests/epoch.rs +++ b/pallets/subtensor/src/tests/epoch.rs @@ -2643,7 +2643,7 @@ fn setup_yuma_3_scenario(netuid: NetUid, n: u16, sparse: bool, max_stake: u64, s SubtensorModule::set_min_allowed_weights(netuid, 1); SubtensorModule::set_max_weight_limit(netuid, u16::MAX); SubtensorModule::set_bonds_penalty(netuid, 0); - SubtensorModule::set_alpha_sigmoid_steepness(netuid, 10); + SubtensorModule::set_alpha_sigmoid_steepness(netuid, 1000); SubtensorModule::set_bonds_moving_average(netuid, 975_000); // === Register diff --git a/pallets/subtensor/src/tests/mock.rs b/pallets/subtensor/src/tests/mock.rs index 53972ef391..b6e627ef83 100644 --- a/pallets/subtensor/src/tests/mock.rs +++ b/pallets/subtensor/src/tests/mock.rs @@ -156,7 +156,7 @@ parameter_types! { pub const TransactionByteFee: Balance = 100; pub const SDebug:u64 = 1; pub const InitialRho: u16 = 30; - pub const InitialAlphaSigmoidSteepness: u16 = 10; + pub const InitialAlphaSigmoidSteepness: i16 = 1000; pub const InitialKappa: u16 = 32_767; pub const InitialTempo: u16 = 360; pub const SelfOwnership: u64 = 2; diff --git a/pallets/subtensor/src/utils/misc.rs b/pallets/subtensor/src/utils/misc.rs index cf7c5f1a18..c6075995a9 100644 --- a/pallets/subtensor/src/utils/misc.rs +++ b/pallets/subtensor/src/utils/misc.rs @@ -699,7 +699,7 @@ impl Pallet { (converted_low, converted_high) } - pub fn set_alpha_sigmoid_steepness(netuid: NetUid, steepness: u16) { + pub fn set_alpha_sigmoid_steepness(netuid: NetUid, steepness: i16) { AlphaSigmoidSteepness::::insert(netuid, steepness); } pub fn get_alpha_sigmoid_steepness(netuid: NetUid) -> I32F32 { diff --git a/precompiles/src/solidity/subnet.abi b/precompiles/src/solidity/subnet.abi index b853a6f94c..805c0057d9 100644 --- a/precompiles/src/solidity/subnet.abi +++ b/precompiles/src/solidity/subnet.abi @@ -411,12 +411,12 @@ "type": "uint16" } ], - "name": "getServingRateLimit", + "name": "getAlphaSigmoidSteepness", "outputs": [ { - "internalType": "uint64", + "internalType": "uint16", "name": "", - "type": "uint64" + "type": "uint16" } ], "stateMutability": "view", @@ -957,6 +957,24 @@ "stateMutability": "payable", "type": "function" }, + { + "inputs": [ + { + "internalType": "uint16", + "name": "netuid", + "type": "uint16" + }, + { + "internalType": "uint16", + "name": "steepness", + "type": "uint16" + } + ], + "name": "setAlphaSigmoidSteepness", + "outputs": [], + "stateMutability": "payable", + "type": "function" + }, { "inputs": [ { diff --git a/precompiles/src/solidity/subnet.sol b/precompiles/src/solidity/subnet.sol index a6086759bb..7517db3019 100644 --- a/precompiles/src/solidity/subnet.sol +++ b/precompiles/src/solidity/subnet.sol @@ -102,6 +102,15 @@ interface ISubnet { function setRho(uint16 netuid, uint16 rho) external payable; + function getAlphaSigmoidSteepness( + uint16 netuid + ) external view returns (unt16); + + function setAlphaSigmoidSteepness( + uint16 netuid, + int16 steepness + ) external payable; + function getActivityCutoff(uint16 netuid) external view returns (uint16); function setActivityCutoff( @@ -174,7 +183,7 @@ interface ISubnet { function getBondsResetEnabled(uint16 netuid) external view returns (bool); function setBondsResetEnabled( - uint16 netuid, + uint16 netuid, bool bondsResetEnabled ) external payable; diff --git a/precompiles/src/subnet.rs b/precompiles/src/subnet.rs index 03b2fa56ac..3a598db61c 100644 --- a/precompiles/src/subnet.rs +++ b/precompiles/src/subnet.rs @@ -394,9 +394,7 @@ where #[precompile::public("getAlphaSigmoidSteepness(uint16)")] #[precompile::view] fn get_alpha_sigmoid_steepness(_: &mut impl PrecompileHandle, netuid: u16) -> EvmResult { - Ok(pallet_subtensor::AlphaSigmoidSteepness::::get( - NetUid::from(netuid), - )) + Ok(pallet_subtensor::AlphaSigmoidSteepness::::get(NetUid::from(netuid)) as u16) } #[precompile::public("setRho(uint16,uint16)")] @@ -422,7 +420,7 @@ where ) -> EvmResult<()> { let call = pallet_admin_utils::Call::::sudo_set_alpha_sigmoid_steepness { netuid: netuid.into(), - steepness, + steepness: (steepness as i16), }; handle.try_dispatch_runtime_call::( diff --git a/runtime/src/lib.rs b/runtime/src/lib.rs index 581e3d2252..4fbd0dca71 100644 --- a/runtime/src/lib.rs +++ b/runtime/src/lib.rs @@ -1056,7 +1056,7 @@ pub const INITIAL_CHILDKEY_TAKE_RATELIMIT: u64 = 5; // Configure the pallet subtensor. parameter_types! { pub const SubtensorInitialRho: u16 = 10; - pub const SubtensorInitialAlphaSigmoidSteepness: u16 = 1000; + pub const SubtensorInitialAlphaSigmoidSteepness: i16 = 1000; pub const SubtensorInitialKappa: u16 = 32_767; // 0.5 = 65535/2 pub const SubtensorInitialMaxAllowedUids: u16 = 4096; pub const SubtensorInitialIssuance: u64 = 0;