aws-cdk-neuronx-patterns
Version:
> [!WARNING] > This library is experimental module.
161 lines • 21 kB
JavaScript
;
Object.defineProperty(exports, "__esModule", { value: true });
const aws_cdk_lib_1 = require("aws-cdk-lib");
const neuronx_instance_type_1 = require("./neuronx-instance-type");
describe("Inferentia2Chips", () => {
const inferentia2Chips = new neuronx_instance_type_1.Inferentia2Chips(12);
it("chips as is number", () => {
expect(inferentia2Chips.chips).toBe(12);
});
it("NeuronxCores is twice of chips", () => {
expect(inferentia2Chips.neuronxCores).toBe(24);
});
it("AcceleratorMemory is 16 times more than Neuron core", () => {
expect(inferentia2Chips.acceleratorMemory).toStrictEqual(aws_cdk_lib_1.Size.gibibytes(384));
});
});
// https://aws.amazon.com/ec2/instance-types/trn2/
describe("Trainium2Chips", () => {
describe("single chip", () => {
const trainium2Chips = new neuronx_instance_type_1.Trainium2Chips(1);
it("chips as is number", () => {
expect(trainium2Chips.chips).toBe(1);
});
it("NeuronxCores is 4 per chip (LNC=2 default)", () => {
expect(trainium2Chips.neuronxCores).toBe(4);
});
it("AcceleratorMemory is 24 GiB per logical core", () => {
expect(trainium2Chips.acceleratorMemory).toStrictEqual(aws_cdk_lib_1.Size.gibibytes(96));
});
});
describe("16 chips (trn2.48xlarge)", () => {
const trainium2Chips = new neuronx_instance_type_1.Trainium2Chips(16);
it("chips as is number", () => {
expect(trainium2Chips.chips).toBe(16);
});
it("NeuronxCores is 64 for 16 chips (LNC=2 default)", () => {
expect(trainium2Chips.neuronxCores).toBe(64);
});
it("AcceleratorMemory is 1536 GiB for 16 chips", () => {
expect(trainium2Chips.acceleratorMemory).toStrictEqual(aws_cdk_lib_1.Size.gibibytes(1536));
});
});
});
// https://aws.amazon.com/ec2/instance-types/inf2/?nc1=h_ls
describe("NeuronxInstanceType", () => {
const instanceTypes = [
[
neuronx_instance_type_1.NeuronxInstanceType.INF2_XLARGE,
{
instanceType: "inf2.xlarge",
vCpu: 4,
memory: aws_cdk_lib_1.Size.gibibytes(16),
acceleratorChips: {
chips: 1,
neuronxCores: 2,
acceleratorMemory: aws_cdk_lib_1.Size.gibibytes(32),
},
},
],
[
neuronx_instance_type_1.NeuronxInstanceType.INF2_8XLARGE,
{
instanceType: "inf2.8xlarge",
vCpu: 32,
memory: aws_cdk_lib_1.Size.gibibytes(128),
acceleratorChips: {
chips: 1,
neuronxCores: 2,
acceleratorMemory: aws_cdk_lib_1.Size.gibibytes(32),
},
},
],
[
neuronx_instance_type_1.NeuronxInstanceType.INF2_24XLARGE,
{
instanceType: "inf2.24xlarge",
vCpu: 96,
memory: aws_cdk_lib_1.Size.gibibytes(384),
acceleratorChips: {
chips: 6,
neuronxCores: 12,
acceleratorMemory: aws_cdk_lib_1.Size.gibibytes(192),
},
},
],
[
neuronx_instance_type_1.NeuronxInstanceType.INF2_48XLARGE,
{
instanceType: "inf2.48xlarge",
vCpu: 192,
memory: aws_cdk_lib_1.Size.gibibytes(768),
acceleratorChips: {
chips: 12,
neuronxCores: 24,
acceleratorMemory: aws_cdk_lib_1.Size.gibibytes(384),
},
},
],
];
it.each(instanceTypes)("InstanceType of %s", (instanceType, expected) => {
expect(instanceType.toString()).toBe(expected.instanceType);
expect(instanceType.vCpu).toBe(expected.vCpu);
expect(instanceType.memory).toStrictEqual(expected.memory);
expect(instanceType.acceleratorChips.chips).toBe(expected.acceleratorChips.chips);
expect(instanceType.acceleratorChips.neuronxCores).toBe(expected.acceleratorChips.neuronxCores);
expect(instanceType.acceleratorChips.acceleratorMemory).toStrictEqual(expected.acceleratorChips.acceleratorMemory);
});
});
// https://aws.amazon.com/ec2/instance-types/trn2/
describe("NeuronxInstanceType Trn2", () => {
const instanceTypes = [
[
neuronx_instance_type_1.NeuronxInstanceType.TRN2_3XLARGE,
{
instanceType: "trn2.3xlarge",
vCpu: 12,
memory: aws_cdk_lib_1.Size.gibibytes(128),
acceleratorChips: {
chips: 1,
neuronxCores: 4,
acceleratorMemory: aws_cdk_lib_1.Size.gibibytes(96),
},
},
],
[
neuronx_instance_type_1.NeuronxInstanceType.TRN2_48XLARGE,
{
instanceType: "trn2.48xlarge",
vCpu: 192,
memory: aws_cdk_lib_1.Size.gibibytes(2048),
acceleratorChips: {
chips: 16,
neuronxCores: 64,
acceleratorMemory: aws_cdk_lib_1.Size.gibibytes(1536),
},
},
],
[
neuronx_instance_type_1.NeuronxInstanceType.TRN2U_48XLARGE,
{
instanceType: "trn2u.48xlarge",
vCpu: 192,
memory: aws_cdk_lib_1.Size.gibibytes(2048),
acceleratorChips: {
chips: 16,
neuronxCores: 64,
acceleratorMemory: aws_cdk_lib_1.Size.gibibytes(1536),
},
},
],
];
it.each(instanceTypes)("InstanceType of %s", (instanceType, expected) => {
expect(instanceType.toString()).toBe(expected.instanceType);
expect(instanceType.vCpu).toBe(expected.vCpu);
expect(instanceType.memory).toStrictEqual(expected.memory);
expect(instanceType.acceleratorChips.chips).toBe(expected.acceleratorChips.chips);
expect(instanceType.acceleratorChips.neuronxCores).toBe(expected.acceleratorChips.neuronxCores);
expect(instanceType.acceleratorChips.acceleratorMemory).toStrictEqual(expected.acceleratorChips.acceleratorMemory);
});
});
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{ Size } from \"aws-cdk-lib\";\nimport {\n  IAcceleratorChips,\n  Inferentia2Chips,\n  Trainium2Chips,\n  NeuronxInstanceType,\n} from \"./neuronx-instance-type\";\n\ndescribe(\"Inferentia2Chips\", () => {\n  const inferentia2Chips = new Inferentia2Chips(12);\n  it(\"chips as is number\", () => {\n    expect(inferentia2Chips.chips).toBe(12);\n  });\n  it(\"NeuronxCores is twice of chips\", () => {\n    expect(inferentia2Chips.neuronxCores).toBe(24);\n  });\n  it(\"AcceleratorMemory is 16 times more than Neuron core\", () => {\n    expect(inferentia2Chips.acceleratorMemory).toStrictEqual(\n      Size.gibibytes(384),\n    );\n  });\n});\n\n// https://aws.amazon.com/ec2/instance-types/trn2/\ndescribe(\"Trainium2Chips\", () => {\n  describe(\"single chip\", () => {\n    const trainium2Chips = new Trainium2Chips(1);\n    it(\"chips as is number\", () => {\n      expect(trainium2Chips.chips).toBe(1);\n    });\n    it(\"NeuronxCores is 4 per chip (LNC=2 default)\", () => {\n      expect(trainium2Chips.neuronxCores).toBe(4);\n    });\n    it(\"AcceleratorMemory is 24 GiB per logical core\", () => {\n      expect(trainium2Chips.acceleratorMemory).toStrictEqual(\n        Size.gibibytes(96),\n      );\n    });\n  });\n  describe(\"16 chips (trn2.48xlarge)\", () => {\n    const trainium2Chips = new Trainium2Chips(16);\n    it(\"chips as is number\", () => {\n      expect(trainium2Chips.chips).toBe(16);\n    });\n    it(\"NeuronxCores is 64 for 16 chips (LNC=2 default)\", () => {\n      expect(trainium2Chips.neuronxCores).toBe(64);\n    });\n    it(\"AcceleratorMemory is 1536 GiB for 16 chips\", () => {\n      expect(trainium2Chips.acceleratorMemory).toStrictEqual(\n        Size.gibibytes(1536),\n      );\n    });\n  });\n});\n\n// https://aws.amazon.com/ec2/instance-types/inf2/?nc1=h_ls\ndescribe(\"NeuronxInstanceType\", () => {\n  const instanceTypes = [\n    [\n      NeuronxInstanceType.INF2_XLARGE,\n      {\n        instanceType: \"inf2.xlarge\",\n        vCpu: 4,\n        memory: Size.gibibytes(16),\n        acceleratorChips: {\n          chips: 1,\n          neuronxCores: 2,\n          acceleratorMemory: Size.gibibytes(32),\n        } satisfies IAcceleratorChips,\n      },\n    ] as const,\n    [\n      NeuronxInstanceType.INF2_8XLARGE,\n      {\n        instanceType: \"inf2.8xlarge\",\n        vCpu: 32,\n        memory: Size.gibibytes(128),\n        acceleratorChips: {\n          chips: 1,\n          neuronxCores: 2,\n          acceleratorMemory: Size.gibibytes(32),\n        } satisfies IAcceleratorChips,\n      },\n    ] as const,\n    [\n      NeuronxInstanceType.INF2_24XLARGE,\n      {\n        instanceType: \"inf2.24xlarge\",\n        vCpu: 96,\n        memory: Size.gibibytes(384),\n        acceleratorChips: {\n          chips: 6,\n          neuronxCores: 12,\n          acceleratorMemory: Size.gibibytes(192),\n        } satisfies IAcceleratorChips,\n      },\n    ] as const,\n    [\n      NeuronxInstanceType.INF2_48XLARGE,\n      {\n        instanceType: \"inf2.48xlarge\",\n        vCpu: 192,\n        memory: Size.gibibytes(768),\n        acceleratorChips: {\n          chips: 12,\n          neuronxCores: 24,\n          acceleratorMemory: Size.gibibytes(384),\n        } satisfies IAcceleratorChips,\n      },\n    ] as const,\n  ];\n  it.each(instanceTypes)(\"InstanceType of %s\", (instanceType, expected) => {\n    expect(instanceType.toString()).toBe(expected.instanceType);\n    expect(instanceType.vCpu).toBe(expected.vCpu);\n    expect(instanceType.memory).toStrictEqual(expected.memory);\n    expect(instanceType.acceleratorChips.chips).toBe(\n      expected.acceleratorChips.chips,\n    );\n    expect(instanceType.acceleratorChips.neuronxCores).toBe(\n      expected.acceleratorChips.neuronxCores,\n    );\n    expect(instanceType.acceleratorChips.acceleratorMemory).toStrictEqual(\n      expected.acceleratorChips.acceleratorMemory,\n    );\n  });\n});\n\n// https://aws.amazon.com/ec2/instance-types/trn2/\ndescribe(\"NeuronxInstanceType Trn2\", () => {\n  const instanceTypes = [\n    [\n      NeuronxInstanceType.TRN2_3XLARGE,\n      {\n        instanceType: \"trn2.3xlarge\",\n        vCpu: 12,\n        memory: Size.gibibytes(128),\n        acceleratorChips: {\n          chips: 1,\n          neuronxCores: 4,\n          acceleratorMemory: Size.gibibytes(96),\n        } satisfies IAcceleratorChips,\n      },\n    ] as const,\n    [\n      NeuronxInstanceType.TRN2_48XLARGE,\n      {\n        instanceType: \"trn2.48xlarge\",\n        vCpu: 192,\n        memory: Size.gibibytes(2048),\n        acceleratorChips: {\n          chips: 16,\n          neuronxCores: 64,\n          acceleratorMemory: Size.gibibytes(1536),\n        } satisfies IAcceleratorChips,\n      },\n    ] as const,\n    [\n      NeuronxInstanceType.TRN2U_48XLARGE,\n      {\n        instanceType: \"trn2u.48xlarge\",\n        vCpu: 192,\n        memory: Size.gibibytes(2048),\n        acceleratorChips: {\n          chips: 16,\n          neuronxCores: 64,\n          acceleratorMemory: Size.gibibytes(1536),\n        } satisfies IAcceleratorChips,\n      },\n    ] as const,\n  ];\n  it.each(instanceTypes)(\"InstanceType of %s\", (instanceType, expected) => {\n    expect(instanceType.toString()).toBe(expected.instanceType);\n    expect(instanceType.vCpu).toBe(expected.vCpu);\n    expect(instanceType.memory).toStrictEqual(expected.memory);\n    expect(instanceType.acceleratorChips.chips).toBe(\n      expected.acceleratorChips.chips,\n    );\n    expect(instanceType.acceleratorChips.neuronxCores).toBe(\n      expected.acceleratorChips.neuronxCores,\n    );\n    expect(instanceType.acceleratorChips.acceleratorMemory).toStrictEqual(\n      expected.acceleratorChips.acceleratorMemory,\n    );\n  });\n});\n"]}