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optimization-dev / backend /contract /gradient_descent_quadratic.json

Deploy optimisation from main (6727a1a)

c964813 verified 4 days ago

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{
  "description": "Gradient descent on x^2 from x = 1 with learning rate 0.25 halves x each iteration",
  "calls": {
    "handle_set_function": { "args": { "variables": 1, "expression": "x^2" }, "result": null },
    "handle_set_runs": { "args": { "runs": [{ "algorithm": "gradient_descent", "start": [1.0], "params": { "learning_rate": 0.25 } }] }, "result": null },
    "handle_state": {
      "args": { "iteration": 2 },
      "result": { "runs": [{ "point": { "position": [0.25], "value": 0.0625, "gradient": [0.5], "hessian": [[2.0]] }, "stopped": null }] }
    }
  }
}

	{
	"description": "Gradient descent on x^2 from x = 1 with learning rate 0.25 halves x each iteration",
	"calls": {
	"handle_set_function": { "args": { "variables": 1, "expression": "x^2" }, "result": null },
	"handle_set_runs": { "args": { "runs": [{ "algorithm": "gradient_descent", "start": [1.0], "params": { "learning_rate": 0.25 } }] }, "result": null },
	"handle_state": {
	"args": { "iteration": 2 },
	"result": { "runs": [{ "point": { "position": [0.25], "value": 0.0625, "gradient": [0.5], "hessian": [[2.0]] }, "stopped": null }] }
	}
	}
	}