"tests/quantization/untest_fp8.py" did not exist on "7836fdcc11aef8c4494a4470522c685c2190eddc"
config.rs 6.94 KB
Newer Older
Ryan Olson's avatar
Ryan Olson committed
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
// SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
// SPDX-License-Identifier: Apache-2.0
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

16
use super::events::EventManager;
Ryan Olson's avatar
Ryan Olson committed
17
use super::*;
18
use prometheus::Registry;
Ryan Olson's avatar
Ryan Olson committed
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41

#[derive(Debug, Clone)]
pub enum NixlOptions {
    /// Enable NIXL and create a new NIXL agent
    Enabled,

    /// Enable NIXL and use the provided NIXL agent
    EnabledWithAgent(NixlAgent),

    /// Disable NIXL
    Disabled,
}

#[derive(Debug, Clone, Builder, Validate)]
#[builder(pattern = "owned")]
pub struct KvManagerRuntimeConfig {
    pub worker_id: u64,

    #[builder(default)]
    pub cancellation_token: CancellationToken,

    #[builder(default = "NixlOptions::Enabled")]
    pub nixl: NixlOptions,
42
43
44

    #[builder(default)]
    pub async_runtime: Option<Arc<tokio::runtime::Runtime>>,
45
46
47

    #[builder(default = "Arc::new(Registry::new())")]
    pub metrics_registry: Arc<Registry>,
Ryan Olson's avatar
Ryan Olson committed
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
}

impl KvManagerRuntimeConfig {
    pub fn builder() -> KvManagerRuntimeConfigBuilder {
        KvManagerRuntimeConfigBuilder::default()
    }
}

impl KvManagerRuntimeConfigBuilder {
    pub fn enable_nixl(mut self) -> Self {
        self.nixl = Some(NixlOptions::Enabled);
        self
    }

    pub fn use_nixl_agent(mut self, agent: NixlAgent) -> Self {
        self.nixl = Some(NixlOptions::EnabledWithAgent(agent));
        self
    }

    pub fn disable_nixl(mut self) -> Self {
        self.nixl = Some(NixlOptions::Disabled);
        self
    }
}

#[derive(Debug, Clone, Builder, Validate)]
#[builder(pattern = "owned")]
pub struct KvManagerModelConfig {
    #[validate(range(min = 1))]
    pub num_layers: usize,

79
80
81
    #[validate(range(min = 1, max = 2))]
    pub outer_dim: usize,

Ryan Olson's avatar
Ryan Olson committed
82
83
84
85
86
87
    #[validate(range(min = 1))]
    pub page_size: usize,

    #[validate(range(min = 1))]
    pub inner_dim: usize,

Ryan Olson's avatar
Ryan Olson committed
88
89
    #[builder(default = "2")]
    pub dtype_width_bytes: usize,
Ryan Olson's avatar
Ryan Olson committed
90
91
92
93
94
95
96
97
}

impl KvManagerModelConfig {
    pub fn builder() -> KvManagerModelConfigBuilder {
        KvManagerModelConfigBuilder::default()
    }
}

Ryan Olson's avatar
Ryan Olson committed
98
99
100
101
102
103
104
105
#[derive(Debug, Clone)]
pub enum BlockParallelismStrategy {
    /// KV blocks are sharded across all workers.
    /// This reduces the memory footprint and computational cost of each worker; however,
    /// requires extra communication between workers.
    LeaderWorkerSharded,
}

Ryan Olson's avatar
Ryan Olson committed
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
#[derive(Builder, Validate)]
#[builder(pattern = "owned", build_fn(validate = "Self::validate"))]
pub struct KvManagerLayoutConfig<S: Storage + NixlRegisterableStorage> {
    /// The number of blocks to allocate
    #[validate(range(min = 1))]
    pub num_blocks: usize,

    /// The type of layout to use
    #[builder(default = "LayoutType::FullyContiguous")]
    pub layout_type: LayoutType,

    /// Storage for the blocks
    /// If provided, the blocks will be allocated from the provided storage
    /// Otherwise, the blocks will be allocated from
    #[builder(default)]
    pub storage: Option<Vec<S>>,

    /// If provided, the blocks will be allocated from the provided allocator
    /// This option is mutually exclusive with the `storage` option
    #[builder(default, setter(custom))]
    pub allocator: Option<Arc<dyn StorageAllocator<S>>>,
Ryan Olson's avatar
Ryan Olson committed
127
128
129
130

    /// The type of block parallelism strategy to use
    #[builder(default)]
    pub logical: Option<BlockParallelismStrategy>,
Ryan Olson's avatar
Ryan Olson committed
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
}

impl<S: Storage + NixlRegisterableStorage> KvManagerLayoutConfig<S> {
    /// Create a new builder for the KvManagerLayoutConfig
    pub fn builder() -> KvManagerLayoutConfigBuilder<S> {
        KvManagerLayoutConfigBuilder::default()
    }
}

// Implement the validation and build functions on the generated builder type
// Note: derive_builder generates KvManagerBlockConfigBuilder<S>
impl<S: Storage + NixlRegisterableStorage> KvManagerLayoutConfigBuilder<S> {
    /// Custom setter for the `allocator` field
    pub fn allocator(mut self, allocator: impl StorageAllocator<S> + 'static) -> Self {
        self.allocator = Some(Some(Arc::new(allocator)));
        self
    }

    // Validation function
    fn validate(&self) -> Result<(), String> {
Ryan Olson's avatar
Ryan Olson committed
151
152
153
154
155
156
157
158
159
160
161
162
        match (
            self.storage.is_some(),
            self.allocator.is_some(),
            self.logical.is_some(),
        ) {
            (true, false, false) | (false, true, false) | (false, false, true) => Ok(()), // XOR condition met
            (false, false, false) => {
                Err("Must provide either `storage` or `allocator` or `logical`.".to_string())
            }
            _ => Err(
                "Only one selection of either `storage` and `allocator` or `logical`.".to_string(),
            ),
Ryan Olson's avatar
Ryan Olson committed
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
        }
    }
}

/// Configuration for the KvBlockManager
#[derive(Builder, Validate)]
#[builder(pattern = "owned")]
pub struct KvBlockManagerConfig {
    /// Runtime configuration
    ///
    /// This provides core runtime configuration for the KvBlockManager.
    pub runtime: KvManagerRuntimeConfig,

    /// Model configuration
    ///
    /// This provides model-specific configuration for the KvBlockManager, specifically,
    /// the number of layers and the size of the inner dimension which is directly related
    /// to the type of attention used by the model.
    ///
    /// Included in this configuration is also the page_size, i.e. the number of tokens that will
    /// be represented in each "paged" KV block.
    pub model: KvManagerModelConfig,

    /// Specific configuration for the device layout
    ///
    /// This includes the number of blocks and the layout of the data into the device memory/storage.
    #[builder(default, setter(strip_option))]
    pub device_layout: Option<KvManagerLayoutConfig<DeviceStorage>>,

    /// Specific configuration for the host layout
    ///
    /// This includes the number of blocks and the layout of the data into the host memory/storage.
    #[builder(default, setter(strip_option))]
    pub host_layout: Option<KvManagerLayoutConfig<PinnedStorage>>,
197
198
199
200

    // Specific configuration for the disk layout
    #[builder(default, setter(strip_option))]
    pub disk_layout: Option<KvManagerLayoutConfig<DiskStorage>>,
201
202
203
204

    /// Event manager to handle block related events
    #[builder(default)]
    pub event_manager: Option<Arc<dyn EventManager>>,
Ryan Olson's avatar
Ryan Olson committed
205
206
207
208

    /// Channel to reset the block manager to a specific cache level
    #[builder(default)]
    pub block_reset_channel: Option<BlockResetChannel>,
Ryan Olson's avatar
Ryan Olson committed
209
210
211
212
213
214
215
216
}

impl KvBlockManagerConfig {
    /// Create a new builder for the KvBlockManagerConfig
    pub fn builder() -> KvBlockManagerConfigBuilder {
        KvBlockManagerConfigBuilder::default()
    }
}