Hatchet benchmarks

Benchmark conclusions

Conclusions for each benchmark run for all engines in all languages and settings

Summary

Hatchet performed well in long-running tasks, with high execution ratios and low overhead. However, it struggled in multi-worker lightweight scenarios, with high wait and idle times despite perfect task distribution. It's efficient for compute-heavy jobs, but needs refinement in orchestration under load.

Hatchet setup

We set up Hatchet version 0.62.0 using the docker-compose.yml from the official documentation.

The following workflows were used to run the benchmarks:

Note that for multi-worker scenarios, we tried both using RunBulkNoWait that splits up all individual fibonacci tasks as separate workflows and setting PARALLEL=true that runs all fibonacci tasks in parallel in a single workflow with parrallel tasks. We did not see significant difference in the results.

Python

# ------------------------------------------------------------
# worker.py

import os
from hatchet_sdk import Context, Hatchet
from pydantic import BaseModel

hatchet = Hatchet(debug=True)

class WorkflowInput(BaseModel):
    n: int = 10  # Only n is passed now

fibo_wf = hatchet.workflow(name="StaticSequentialFibo", input_validator=WorkflowInput)

def fibo(n: int) -> int:
    if n <= 1:
        return n
    return fibo(n - 1) + fibo(n - 2)

# Read number of iterations from environment
ITERATIONS = int(os.environ.get("ITERATIONS", 5))
task_refs = []

# Build DAG statically with ITERATIONS steps
for i in range(ITERATIONS):
    @fibo_wf.task(name=f"fibo_task_{i}", parents=[task_refs[i-1]] if i > 0 else [])
    def fibo_task(input: WorkflowInput, ctx: Context, idx=i) -> dict:
        print(f"Task {idx}: Computing fibo({input.n})")
        result = fibo(input.n)
        return {"index": idx, "fibo": result}

    task_refs.append(fibo_task)

def main() -> None:
    worker = hatchet.worker(slots=1, name="fibo-worker", workflows=[fibo_wf])
    worker.start()

if __name__ == "__main__":
    main()

# ------------------------------------------------------------
# trigger.py
import argparse
from worker import fibo_wf, WorkflowInput

def main():
    parser = argparse.ArgumentParser()
    parser.add_argument('--n', type=int, default=10)
    args = parser.parse_args()

    result = fibo_wf.run(WorkflowInput(n=args.n))
    print(result)

if __name__ == "__main__":
    main()

Go

// ------------------------------------------------------------
// workflows/fibo_workflow.go
package workflows

import (
    "fmt"
    "os"
    "strconv"

    "github.com/hatchet-dev/hatchet/pkg/client/create"
    v1 "github.com/hatchet-dev/hatchet/pkg/v1"
    "github.com/hatchet-dev/hatchet/pkg/v1/factory"
    "github.com/hatchet-dev/hatchet/pkg/v1/task"
    "github.com/hatchet-dev/hatchet/pkg/v1/workflow"
    "github.com/hatchet-dev/hatchet/pkg/worker"
)

type FibonacciInput struct {
    N int
}

type FibonacciOutput struct {
    Result int
}

type FibonacciResult struct {
    Fibo FibonacciOutput
}

func FibonacciWorkflow(hatchet v1.HatchetClient) workflow.WorkflowDeclaration[FibonacciInput, FibonacciResult] {
    simple := factory.NewWorkflow[FibonacciInput, FibonacciResult](
        create.WorkflowCreateOpts[FibonacciInput]{
            Name: "fibo-workflow",
        },
        hatchet,
    )

    var previous *task.TaskDeclaration[FibonacciInput]
    parallel := os.Getenv("PARALLEL") != ""

    iterations := 100
    if iterStr := os.Getenv("ITERATIONS"); iterStr != "" {
        if iter, err := strconv.Atoi(iterStr); err == nil && iter > 0 {
            iterations = iter
        }
    }

    for i := 0; i < iterations; i++ {
        name := fmt.Sprintf("fibo_%d", i)

        opts := create.WorkflowTask[FibonacciInput, FibonacciResult]{
            Name: name,
        }

        // Only set parents if not running in parallel mode
        if !parallel && previous != nil {
            opts.Parents = []create.NamedTask{previous}
        }

        current := simple.Task(
            opts,
            func(ctx worker.HatchetContext, input FibonacciInput) (any, error) {
                fmt.Println("Fibonacci task called")
                return &FibonacciOutput{
                    Result: fibo(input.N),
                }, nil
            },
        )

        previous = current
    }

    return simple
}

func fibo(n int) int {
    if n <= 1 {
        return n
    }
    return fibo(n-1) + fibo(n-2)
}

// ------------------------------------------------------------
// workflows/fibo_bulk_workflow.go
package workflows

import (
    "fmt"

    "github.com/hatchet-dev/hatchet/pkg/client/create"
    v1 "github.com/hatchet-dev/hatchet/pkg/v1"
    "github.com/hatchet-dev/hatchet/pkg/v1/factory"
    "github.com/hatchet-dev/hatchet/pkg/v1/workflow"
    "github.com/hatchet-dev/hatchet/pkg/worker"
)

type FiboInput struct {
    N int `json:"n"`
}

type FiboTaskOutput struct {
    Result int `json:"result"`
}

func BulkFibonacciWorkflow(hatchet v1.HatchetClient) workflow.WorkflowDeclaration[FiboInput, FiboTaskOutput] {
    wf := factory.NewWorkflow[FiboInput, FiboTaskOutput](
        create.WorkflowCreateOpts[FiboInput]{
            Name: "bulk-fibo-workflow",
        },
        hatchet,
    )

    wf.Task(
        create.WorkflowTask[FiboInput, FiboTaskOutput]{
            Name: "compute_fibo",
        },
        func(ctx worker.HatchetContext, input FiboInput) (any, error) {
            fmt.Printf("Running fibo(%d)\n", input.N)
            return &FiboTaskOutput{Result: fibo(input.N)}, nil
        },
    )

    return wf
}

// ------------------------------------------------------------
// cmd/worker/main.go
package main

import (
    hatchet_client "hatchet-go-quickstart/hatchet_client"
    workflows "hatchet-go-quickstart/workflows"

    "github.com/hatchet-dev/hatchet/pkg/cmdutils"
    "github.com/hatchet-dev/hatchet/pkg/v1/worker"
    "github.com/hatchet-dev/hatchet/pkg/v1/workflow"
)

func main() {

    hatchet, err := hatchet_client.HatchetClient()

    if err != nil {
        panic(err)
    }

    worker, err := hatchet.Worker(
        worker.WorkerOpts{
            Name: "fibo-workflow-worker",
            Workflows: []workflow.WorkflowBase{
                workflows.FibonacciWorkflow(hatchet),
                workflows.BulkFibonacciWorkflow(hatchet),
            },
            Slots: 1,
        },
    )

    if err != nil {
        panic(err)
    }

    interruptCtx, cancel := cmdutils.NewInterruptContext()

    defer cancel()

    err = worker.StartBlocking(interruptCtx)

    if err != nil {
        panic(err)
    }
}

// ------------------------------------------------------------
// cmd/run/main.go
package main

import (
    "context"
    "flag"
    "fmt"
    "log"

    hatchet_client "hatchet-go-quickstart/hatchet_client"
    workflows "hatchet-go-quickstart/workflows"
)

func main() {
    n := flag.Int("n", 10, "Fibonacci number to compute")
    iterations := flag.Int("iterations", 1, "Number of bulk iterations")
    bulk := flag.Bool("bulk", false, "Run multiple independent Fibonacci workflows")
    flag.Parse()

    hatchet, err := hatchet_client.HatchetClient()
    if err != nil {
        log.Fatalf("failed to initialize hatchet client: %v", err)
    }

    if *bulk {
        fmt.Printf("Running %d independent Fibonacci workflows with n=%d...\n", *iterations, *n)

        wf := workflows.BulkFibonacciWorkflow(hatchet)

        var inputs []workflows.FiboInput
        for i := 0; i < *iterations; i++ {
            inputs = append(inputs, workflows.FiboInput{
                N: *n,
            })
        }

        runIDs, err := wf.RunBulkNoWait(context.Background(), inputs)
        if err != nil {
            log.Fatalf("RunBulkNoWait failed: %v", err)
        }

        for _, id := range runIDs {
            fmt.Println("Started workflow run:", id)
        }
    } else {
        fmt.Printf("Running single Fibonaccii workflow for n=%d...\n", *n)

        wf := workflows.FibonacciWorkflow(hatchet)

        result, err := wf.Run(context.Background(), workflows.FibonacciInput{
            N: *n,
        })

        if err != nil {
            log.Fatalf("workflow run failed: %v", err)
        }

        fmt.Printf("fibo(%d) = %d\n", *n, result.Fibo.Result)
    }
}

Fibonacci 40 iterations, n=10

This benchmark measures the performance of Hatchet when handling a large number of lightweight tasks. The tasks are Fibonacci calculations with 40 iterations and a base value of 10.

Python

Visualization

Statistics

	Hatchet	Windmill	Windmill Dedicated
Total duration (in seconds)	1.222	4.383	2.092
Assignment	0.451 (36.91%)	1.836 (41.89%)	1.795 (85.80%)
Execution	0.100 (8.18%)	2.215 (50.54%)	0.122 (5.83%)
Transition	0.671 (54.91%)	0.332 (7.57%)	0.175 (8.37%)

Timing details

View task timing details

Task	Created at	Started at	Completed at
task_00	0.000	0.007	0.013
task_01	0.030	0.047	0.051
task_02	0.076	0.087	0.090
task_03	0.107	0.117	0.119
task_04	0.145	0.159	0.161
task_05	0.179	0.188	0.190
task_06	0.213	0.223	0.225
task_07	0.246	0.264	0.267
task_08	0.288	0.303	0.305
task_09	0.320	0.334	0.336
task_10	0.366	0.376	0.379
task_11	0.394	0.405	0.407
task_12	0.421	0.429	0.432
task_13	0.451	0.463	0.465
task_14	0.482	0.495	0.496
task_15	0.515	0.529	0.530
task_16	0.546	0.556	0.558
task_17	0.575	0.586	0.589
task_18	0.610	0.621	0.623
task_19	0.640	0.650	0.652
task_20	0.670	0.680	0.683
task_21	0.701	0.710	0.713
task_22	0.725	0.734	0.736
task_23	0.752	0.764	0.768
task_24	0.781	0.793	0.794
task_25	0.809	0.818	0.821
task_26	0.837	0.849	0.853
task_27	0.869	0.879	0.883
task_28	0.897	0.906	0.909
task_29	0.925	0.936	0.938
task_30	0.954	0.965	0.968
task_31	0.983	0.994	0.995
task_32	1.017	1.028	1.031
task_33	1.044	1.053	1.057
task_34	1.068	1.079	1.081
task_35	1.094	1.103	1.105
task_36	1.122	1.132	1.135
task_37	1.146	1.156	1.158
task_38	1.175	1.183	1.185
task_39	1.199	1.222	1.222

Windmill Comparison

Task	Created at	Started at	Completed at
task_00	0.000	0.003	0.059
task_01	0.067	0.113	0.171
task_02	0.180	0.226	0.280
task_03	0.290	0.335	0.389
task_04	0.398	0.446	0.501
task_05	0.510	0.558	0.614
task_06	0.622	0.669	0.725
task_07	0.732	0.780	0.834
task_08	0.842	0.889	0.942
task_09	0.950	0.997	1.052
task_10	1.061	1.108	1.166
task_11	1.175	1.220	1.274
task_12	1.283	1.330	1.385
task_13	1.394	1.440	1.494
task_14	1.503	1.550	1.605
task_15	1.612	1.661	1.716
task_16	1.723	1.770	1.823
task_17	1.831	1.878	1.930
task_18	1.939	1.986	2.041
task_19	2.049	2.096	2.152
task_20	2.161	2.209	2.266
task_21	2.274	2.320	2.376
task_22	2.384	2.431	2.486
task_23	2.495	2.542	2.596
task_24	2.604	2.652	2.706
task_25	2.715	2.761	2.816
task_26	2.825	2.872	2.925
task_27	2.933	2.979	3.033
task_28	3.042	3.090	3.145
task_29	3.154	3.201	3.269
task_30	3.278	3.325	3.382
task_31	3.391	3.437	3.493
task_32	3.501	3.548	3.602
task_33	3.611	3.660	3.715
task_34	3.723	3.770	3.823
task_35	3.833	3.879	3.934
task_36	3.942	3.990	4.045
task_37	4.053	4.101	4.157
task_38	4.165	4.212	4.268
task_39	4.277	4.324	4.383

Windmill Dedicated Comparison

Task	Created at	Started at	Completed at
task_00	0.000	0.019	0.022
task_01	0.029	0.073	0.077
task_02	0.081	0.125	0.128
task_03	0.134	0.179	0.182
task_04	0.187	0.231	0.234
task_05	0.239	0.284	0.287
task_06	0.292	0.338	0.341
task_07	0.345	0.391	0.394
task_08	0.398	0.444	0.447
task_09	0.451	0.497	0.500
task_10	0.505	0.549	0.552
task_11	0.557	0.603	0.606
task_12	0.610	0.655	0.659
task_13	0.663	0.709	0.712
task_14	0.716	0.761	0.764
task_15	0.768	0.814	0.817
task_16	0.821	0.867	0.870
task_17	0.876	0.921	0.924
task_18	0.929	0.973	0.976
task_19	0.981	1.027	1.030
task_20	1.035	1.080	1.083
task_21	1.087	1.132	1.135
task_22	1.139	1.186	1.189
task_23	1.193	1.238	1.241
task_24	1.246	1.292	1.295
task_25	1.299	1.345	1.348
task_26	1.352	1.398	1.401
task_27	1.405	1.451	1.454
task_28	1.458	1.504	1.507
task_29	1.512	1.557	1.560
task_30	1.564	1.611	1.614
task_31	1.618	1.664	1.667
task_32	1.671	1.717	1.720
task_33	1.724	1.770	1.773
task_34	1.777	1.823	1.826
task_35	1.830	1.876	1.879
task_36	1.884	1.930	1.933
task_37	1.937	1.983	1.986
task_38	1.991	2.036	2.039
task_39	2.043	2.089	2.092

Fibonacci 10 iterations, n=33

This benchmark measures the performance of Hatchet when handling a large number of lightweight tasks. The tasks are Fibonacci calculations with 10 iterations and a base value of 33.

Python

Visualization

Statistics

	Hatchet	Windmill	Windmill Dedicated
Total duration (in seconds)	7.793	8.347	7.701
Assignment	0.123 (1.58%)	0.428 (5.13%)	0.370 (4.80%)
Execution	7.498 (96.21%)	7.832 (93.83%)	7.205 (93.56%)
Transition	0.172 (2.21%)	0.087 (1.04%)	0.126 (1.64%)

Timing details

View task timing details

Task	Created at	Started at	Completed at
task_00	0.000	0.009	0.731
task_01	0.750	0.762	1.477
task_02	1.496	1.511	2.244
task_03	2.267	2.281	3.001
task_04	3.023	3.035	3.763
task_05	3.779	3.790	4.597
task_06	4.624	4.642	5.558
task_07	5.573	5.583	6.300
task_08	6.315	6.326	7.046
task_09	7.062	7.073	7.793

Windmill Comparison

Task	Created at	Started at	Completed at
task_00	0.000	0.002	0.846
task_01	0.858	0.906	1.705
task_02	1.715	1.761	2.539
task_03	2.548	2.595	3.365
task_04	3.375	3.421	4.206
task_05	4.215	4.263	5.033
task_06	5.042	5.089	5.857
task_07	5.866	5.913	6.684
task_08	6.693	6.740	7.519
task_09	7.529	7.579	8.347

Windmill Dedicated Comparison

Task	Created at	Started at	Completed at
task_00	0.000	0.023	0.745
task_01	0.776	0.797	1.518
task_02	1.546	1.571	2.292
task_03	2.298	2.340	3.057
task_04	3.063	3.114	3.845
task_05	3.874	3.889	4.608
task_06	4.614	4.661	5.380
task_07	5.385	5.433	6.151
task_08	6.158	6.208	6.925
task_09	6.933	6.981	7.701

Fibonacci 100 iterations, n=38

This benchmark measures the performance of Hatchet when handling a large number of heavyweight tasks. The tasks are Fibonacci calculations with 100 iterations and a base value of 38.

Go

Visualization

Statistics

	Hatchet	Windmill
Total duration (in seconds)	30.715	27.648
Assignment	1.519 (4.95%)	0.679 (2.46%)
Execution	27.242 (88.69%)	25.938 (93.82%)
Transition	1.954 (6.36%)	1.031 (3.73%)

Timing details

View task timing details

Task	Created at	Started at	Completed at
task_00	0.000	0.004	0.263
task_01	0.280	0.293	0.555
task_02	0.569	0.587	0.864
task_03	0.893	0.903	1.164
task_04	1.184	1.195	1.455
task_05	1.472	1.487	1.752
task_06	1.773	1.785	2.069
task_07	2.088	2.102	2.363
task_08	2.382	2.395	2.657
task_09	2.675	2.686	2.963
task_10	2.982	2.995	3.257
task_11	3.274	3.288	3.549
task_12	3.565	3.580	3.861
task_13	3.882	3.892	4.152
task_14	4.177	4.188	4.449
task_15	4.466	4.482	4.745
task_16	4.766	4.777	5.055
task_17	5.072	5.086	5.346
task_18	5.367	5.379	5.641
task_19	5.665	5.681	5.962
task_20	5.978	5.992	6.254
task_21	6.270	6.284	6.599
task_22	6.623	6.635	6.960
task_23	6.985	6.998	7.293
task_24	7.310	7.327	7.597
task_25	7.613	7.626	7.907
task_26	7.936	7.946	8.207
task_27	8.224	8.237	8.501
task_28	8.520	8.533	8.802
task_29	8.856	8.868	9.133
task_30	9.153	9.165	9.427
task_31	9.443	9.460	9.732
task_32	9.747	9.763	10.045
task_33	10.072	10.082	10.343
task_34	10.355	10.373	10.635
task_35	10.660	10.671	10.951
task_36	10.977	10.987	11.250
task_37	11.264	11.280	11.542
task_38	11.560	11.571	11.846
task_39	11.867	11.878	12.141
task_40	12.157	12.176	12.434
task_41	12.445	12.463	12.724
task_42	12.736	12.755	13.035
task_43	13.053	13.065	13.330
task_44	13.343	13.362	13.625
task_45	13.641	13.657	13.938
task_46	13.967	13.978	14.246
task_47	14.263	14.281	14.549
task_48	14.574	14.584	14.874
task_49	14.893	14.903	15.165
task_50	15.186	15.202	15.464
task_51	15.480	15.496	15.758
task_52	15.778	15.801	16.086
task_53	16.103	16.120	16.381
task_54	16.403	16.413	16.677
task_55	16.691	16.709	16.992
task_56	17.005	17.026	17.288
task_57	17.306	17.320	17.613
task_58	17.639	17.651	17.983
task_59	18.015	18.033	18.337
task_60	18.353	18.374	18.650
task_61	18.676	18.685	18.976
task_62	18.994	19.004	19.271
task_63	19.294	19.305	19.574
task_64	19.592	19.604	19.900
task_65	19.923	19.933	20.198
task_66	20.217	20.231	20.495
task_67	20.508	20.524	20.788
task_68	20.841	20.850	21.111
task_69	21.127	21.141	21.400
task_70	21.414	21.431	21.692
task_71	21.709	21.724	22.006
task_72	22.018	22.035	22.297
task_73	22.313	22.328	22.588
task_74	22.607	22.619	22.897
task_75	22.910	22.930	23.191
task_76	23.207	23.223	23.485
task_77	23.503	23.517	23.792
task_78	23.834	23.845	24.104
task_79	24.118	24.135	24.405
task_80	24.419	24.440	24.702
task_81	24.719	24.735	25.023
task_82	25.039	25.057	25.318
task_83	25.332	25.354	25.614
task_84	25.626	25.644	25.930
task_85	25.945	25.964	26.234
task_86	26.247	26.267	26.529
task_87	26.553	26.565	26.849
task_88	26.871	26.884	27.146
task_89	27.159	27.179	27.438
task_90	27.451	27.473	27.734
task_91	27.747	27.772	28.055
task_92	28.072	28.088	28.350
task_93	28.368	28.382	28.668
task_94	28.692	28.705	29.043
task_95	29.071	29.089	29.403
task_96	29.430	29.457	29.752
task_97	29.783	29.844	30.116
task_98	30.142	30.154	30.416
task_99	30.433	30.452	30.715

Windmill Comparison

Task	Created at	Started at	Completed at
task_00	0.022	0.025	0.286
task_01	0.295	0.303	0.561
task_02	0.570	0.573	0.832
task_03	0.840	0.847	1.105
task_04	1.115	1.122	1.383
task_05	1.394	1.397	1.657
task_06	1.670	1.677	1.935
task_07	1.945	1.952	2.210
task_08	2.221	2.227	2.488
task_09	2.497	2.505	2.763
task_10	2.774	2.779	3.036
task_11	3.046	3.053	3.313
task_12	3.322	3.329	3.587
task_13	3.597	3.604	3.861
task_14	3.871	3.878	4.136
task_15	4.145	4.153	4.419
task_16	4.428	4.435	4.699
task_17	4.707	4.715	4.972
task_18	4.982	4.989	5.247
task_19	5.255	5.263	5.525
task_20	5.534	5.542	5.801
task_21	5.811	5.818	6.078
task_22	6.088	6.093	6.351
task_23	6.360	6.368	6.628
task_24	6.638	6.641	6.903
task_25	6.913	6.920	7.177
task_26	7.187	7.194	7.452
task_27	7.462	7.464	7.723
task_28	7.733	7.740	8.001
task_29	8.011	8.017	8.276
task_30	8.285	8.293	8.554
task_31	8.563	8.566	8.824
task_32	8.835	8.842	9.102
task_33	9.111	9.119	9.379
task_34	9.389	9.395	9.654
task_35	9.665	9.673	9.931
task_36	9.940	9.948	10.206
task_37	10.215	10.223	10.481
task_38	10.490	10.498	10.758
task_39	10.767	10.773	11.031
task_40	11.041	11.049	11.307
task_41	11.317	11.323	11.583
task_42	11.594	11.601	11.863
task_43	11.872	11.881	12.140
task_44	12.155	12.160	12.418
task_45	12.428	12.434	12.698
task_46	12.710	12.718	12.977
task_47	12.987	12.995	13.253
task_48	13.262	13.269	13.527
task_49	13.538	13.545	13.805
task_50	13.815	13.823	14.081
task_51	14.090	14.097	14.364
task_52	14.375	14.380	14.643
task_53	14.653	14.661	14.921
task_54	14.930	14.938	15.199
task_55	15.209	15.215	15.474
task_56	15.485	15.494	15.753
task_57	15.764	15.770	16.030
task_58	16.040	16.047	16.306
task_59	16.316	16.322	16.580
task_60	16.590	16.599	16.859
task_61	16.868	16.871	17.130
task_62	17.140	17.147	17.405
task_63	17.415	17.421	17.680
task_64	17.691	17.699	17.960
task_65	17.970	17.977	18.234
task_66	18.245	18.249	18.508
task_67	18.518	18.526	18.784
task_68	18.793	18.802	19.061
task_69	19.070	19.078	19.336
task_70	19.347	19.354	19.611
task_71	19.621	19.628	19.886
task_72	19.897	19.904	20.164
task_73	20.198	20.202	20.461
task_74	20.471	20.478	20.736
task_75	20.744	20.751	21.011
task_76	21.021	21.028	21.286
task_77	21.297	21.302	21.562
task_78	21.572	21.579	21.838
task_79	21.849	21.856	22.117
task_80	22.127	22.134	22.397
task_81	22.407	22.415	22.674
task_82	22.684	22.692	22.951
task_83	22.961	22.969	23.229
task_84	23.239	23.245	23.503
task_85	23.514	23.521	23.780
task_86	23.790	23.796	24.055
task_87	24.065	24.072	24.334
task_88	24.344	24.348	24.612
task_89	24.622	24.630	24.888
task_90	24.898	24.906	25.164
task_91	25.174	25.180	25.440
task_92	25.450	25.456	25.714
task_93	25.725	25.732	25.992
task_94	26.000	26.009	26.269
task_95	26.278	26.286	26.543
task_96	26.553	26.561	26.818
task_97	26.827	26.835	27.094
task_98	27.104	27.112	27.372
task_99	27.383	27.390	27.648

10 Workers

Visualization

Statistics

Multi-Worker Comparison (10 workers)

Metric per	Hatchet	Windmill
Total Duration (s)	17.753	11.899
First Task Scheduled (s)	0.000	0.024
First Task Started (s)	0.170	0.377

Worker Load Distribution

Metric per worker	Statistic	Hatchet	Windmill
Tasks per Worker	Average (StdDev)	10.0 (1.26)	10.0 (0.45)
	Min / Max	8 / 13	9 / 11
Active Time (s)	Average (StdDev)	11.193 (0.640)	10.970 (0.191)
	Min / Max	9.675 / 12.020	10.597 / 11.249
Idle Time (s)	Average (StdDev)	6.560 (0.640)	0.929 (0.191)
	Min / Max	5.733 / 8.078	0.650 / 1.302
Avg Wait Time (s)	Average (StdDev)	8.322 (0.372)	5.478 (0.171)
	Min / Max	7.679 / 8.780	5.105 / 5.696
Avg Task Duration (s)	Average (StdDev)	1.137 (0.154)	1.099 (0.050)
	Min / Max	0.865 / 1.370	1.008 / 1.215
Worker Utilization (%)	Average (StdDev)	63.05 (3.60)	92.19 (1.61)
	Min / Max	54.50 / 67.71	89.06 / 94.54

View detailed worker statistics for each engine

Hatchet

Total Duration: 17.753 seconds

First Task Scheduled: 0.000 seconds

First Task Started: 0.170 seconds

Worker	Tasks	Active Time	Active %	Idle Time	Idle %	Avg Task Time
Worker 0	9	11.436s	64.42%	6.317s	35.58%	1.271s
Worker 1	10	9.675s	54.50%	8.078s	45.50%	0.967s
Worker 2	10	11.326s	63.80%	6.427s	36.20%	1.133s
Worker 3	10	12.020s	67.71%	5.733s	32.29%	1.202s
Worker 4	8	10.963s	61.75%	6.790s	38.25%	1.370s
Worker 5	11	10.526s	59.29%	7.227s	40.71%	0.957s
Worker 6	10	11.765s	66.27%	5.988s	33.73%	1.177s
Worker 7	9	11.609s	65.39%	6.144s	34.61%	1.290s
Worker 8	13	11.248s	63.36%	6.505s	36.64%	0.865s
Worker 9	10	11.359s	63.98%	6.394s	36.02%	1.136s

Windmill

Total Duration: 11.899 seconds

First Task Scheduled: 0.024 seconds

First Task Started: 0.377 seconds

Worker	Tasks	Active Time	Active %	Idle Time	Idle %	Avg Task Time
Worker 0	10	11.000s	92.44%	0.899s	7.56%	1.100s
Worker 1	10	11.249s	94.54%	0.650s	5.46%	1.125s
Worker 2	9	10.938s	91.92%	0.961s	8.08%	1.215s
Worker 3	10	10.858s	91.25%	1.041s	8.75%	1.086s
Worker 4	10	11.104s	93.32%	0.795s	6.68%	1.110s
Worker 5	10	11.214s	94.24%	0.685s	5.76%	1.121s
Worker 6	11	11.087s	93.18%	0.812s	6.82%	1.008s
Worker 7	10	10.807s	90.82%	1.092s	9.18%	1.081s
Worker 8	10	10.845s	91.14%	1.054s	8.86%	1.084s
Worker 9	10	10.597s	89.06%	1.302s	10.94%	1.060s

Timing details

View task timing details

Task	Created at	Started at	Completed at	Worker ID
task_00	0.000	0.173	1.667	8
task_01	0.000	12.719	14.004	4
task_02	0.002	16.591	17.687	1
task_03	0.002	16.595	17.552	5
task_04	0.002	0.256	1.790	7
task_05	0.001	16.593	17.555	6
task_06	0.000	2.849	3.810	7
task_07	0.001	16.579	17.332	8
task_08	0.000	16.583	17.753	2
task_09	0.002	14.604	15.922	4
task_10	0.001	12.612	13.938	0
task_11	0.002	6.926	8.305	7
task_12	0.000	10.647	11.993	9
task_13	0.001	8.778	9.814	5
task_14	0.001	8.689	9.975	3
task_15	0.001	14.598	15.639	2
task_16	0.001	16.585	17.517	0
task_17	0.002	4.688	6.327	3
task_18	0.000	4.690	6.340	6
task_19	0.001	4.690	6.267	0
task_20	0.000	16.587	17.679	7
task_21	0.001	16.603	17.728	9
task_22	0.000	6.906	8.389	4
task_23	0.000	9.941	10.347	1
task_24	0.000	14.619	15.815	8
task_25	0.001	2.857	4.006	1
task_26	0.001	10.629	12.029	5
task_27	0.001	2.847	3.971	6
task_28	0.002	12.632	13.847	6
task_29	0.002	6.898	8.367	6
task_30	0.000	14.594	15.914	0
task_31	0.001	0.174	1.553	9
task_32	0.001	4.667	5.431	1
task_33	0.002	12.656	13.984	8
task_34	0.000	12.033	12.305	8
task_35	0.001	10.625	12.033	1
task_36	0.000	2.023	2.573	9
task_37	0.001	4.687	6.144	8
task_38	0.002	4.007	4.385	5
task_39	0.001	13.871	14.230	5
task_40	0.000	6.931	8.204	3
task_41	0.000	4.018	4.340	8
task_42	0.001	6.890	8.002	5
task_43	0.001	1.900	2.366	6
task_44	0.001	0.236	1.652	5
task_45	0.002	8.746	9.404	8
task_46	0.000	12.587	13.407	5
task_47	0.000	12.629	13.911	7
task_48	0.002	4.692	6.237	7
task_49	0.000	8.787	10.068	4
task_50	0.002	10.641	11.947	7
task_51	0.000	0.170	1.342	6
task_52	0.002	8.705	9.525	2
task_53	0.001	12.591	13.865	3
task_54	0.002	10.633	11.850	2
task_55	0.000	10.629	11.876	6
task_56	0.002	10.630	11.970	3
task_57	0.002	14.618	15.924	1
task_58	0.001	6.894	8.326	2
task_59	0.002	8.782	10.022	7
task_60	0.000	4.019	4.411	9
task_61	0.000	6.923	8.361	8
task_62	0.000	0.258	1.788	2
task_63	0.000	12.620	13.763	1
task_64	0.002	4.670	6.172	9
task_65	0.000	8.697	9.870	6
task_66	0.000	2.849	3.836	2
task_67	0.000	1.988	2.469	8
task_68	0.000	2.854	3.365	8
task_69	0.000	10.614	11.570	0
task_70	0.001	1.949	2.587	5
task_71	0.000	1.905	2.459	3
task_72	0.000	4.687	6.299	4
task_73	0.000	6.925	8.429	0
task_74	0.000	2.854	3.954	4
task_75	0.001	12.625	13.964	9
task_76	0.002	14.635	15.924	9
task_77	0.000	8.748	9.845	9
task_78	0.001	0.236	1.770	4
task_79	0.001	14.601	15.871	7
task_80	0.000	8.802	9.929	0
task_81	0.001	10.647	11.997	4
task_82	0.002	2.861	3.987	0
task_83	0.000	16.589	17.585	3
task_84	0.000	0.235	1.703	1
task_85	0.002	6.190	6.647	1
task_86	0.001	8.182	8.660	1
task_87	0.002	4.688	6.051	2
task_88	0.000	4.671	6.033	5
task_89	0.001	0.176	1.405	3
task_90	0.001	9.931	10.384	8
task_91	0.001	0.253	1.821	0
task_92	0.000	14.602	15.889	6
task_93	0.000	14.591	15.639	5
task_94	0.002	6.914	8.254	9
task_95	0.001	14.578	15.878	3
task_96	0.001	10.615	11.500	8
task_97	0.000	9.973	10.422	2
task_98	0.000	12.626	13.943	2
task_99	0.002	2.855	3.984	3

Windmill Comparison

Task	Created at	Started at	Completed at	Worker ID
task_00	0.024	2.476	3.619	8
task_01	0.024	2.824	3.934	0
task_02	0.024	3.901	5.000	1
task_03	0.024	5.864	7.042	8
task_04	0.024	7.411	8.648	5
task_05	0.024	8.162	9.277	2
task_06	0.024	8.513	9.485	0
task_07	0.024	9.485	10.517	8
task_08	0.024	10.899	11.791	6
task_09	0.024	0.380	1.685	4
task_10	0.024	0.418	1.569	2
task_11	0.024	1.536	2.809	0
task_12	0.024	2.731	3.871	1
task_13	0.024	3.621	4.747	7
task_14	0.024	4.824	5.814	3
task_15	0.024	5.832	7.070	3
task_16	0.024	6.717	7.869	9
task_17	0.024	7.950	9.178	9
task_18	0.024	8.573	9.729	6
task_19	0.024	9.743	10.854	6
task_20	0.024	10.544	11.496	8
task_21	0.024	1.496	2.651	5
task_22	0.024	2.652	3.843	3
task_23	0.024	3.885	4.883	4
task_24	0.024	0.383	1.482	5
task_25	0.024	1.432	2.519	7
task_26	0.024	2.226	3.196	6
task_27	0.024	2.880	4.167	2
task_28	0.024	4.202	5.541	2
task_29	0.024	5.017	6.311	1
task_30	0.024	6.101	7.359	5
task_31	0.024	7.067	8.258	8
task_32	0.024	8.234	9.315	3
task_33	0.024	9.511	10.744	0
task_34	0.024	10.434	11.681	2
task_35	0.024	1.523	2.611	3
task_36	0.024	6.606	7.504	6
task_37	0.024	0.380	1.524	0
task_38	0.024	1.341	2.195	9
task_39	0.024	1.700	2.817	4
task_40	0.024	2.834	3.840	4
task_41	0.024	3.859	4.811	3
task_42	0.024	4.555	5.525	9
task_43	0.024	7.031	8.210	7
task_44	0.024	7.596	8.557	6
task_45	0.024	8.277	9.320	7
task_46	0.024	8.336	9.454	8
task_47	0.024	9.347	10.371	7
task_48	0.024	9.366	10.540	3
task_49	0.024	10.602	11.551	3
task_50	0.024	10.811	11.656	0
task_51	0.024	0.394	1.417	7
task_52	0.024	0.396	1.410	8
task_53	0.024	0.412	1.510	3
task_54	0.024	1.380	2.216	6
task_55	0.024	0.377	1.329	9
task_56	0.024	0.380	1.513	1
task_57	0.024	0.392	1.360	6
task_58	0.024	1.427	2.457	8
task_59	0.024	1.521	2.711	1
task_60	0.024	1.592	2.863	2
task_61	0.024	2.674	3.812	5
task_62	0.024	3.837	4.885	5
task_63	0.024	3.949	5.116	0
task_64	0.024	4.775	5.944	7
task_65	0.024	5.142	6.146	0
task_66	0.024	5.541	6.707	9
task_67	0.024	6.159	7.268	0
task_68	0.024	7.329	8.472	0
task_69	0.024	8.693	9.929	1
task_70	0.024	9.784	11.021	4
task_71	0.024	11.162	11.872	1
task_72	0.024	2.208	3.308	9
task_73	0.024	3.332	4.534	9
task_74	0.024	4.687	5.839	8
task_75	0.024	5.555	6.797	2
task_76	0.024	6.140	7.325	4
task_77	0.024	6.889	8.103	2
task_78	0.024	7.375	8.604	4
task_79	0.024	9.205	10.034	9
task_80	0.024	9.982	11.144	1
task_81	0.024	11.072	11.811	4
task_82	0.024	2.530	3.614	7
task_83	0.024	3.212	4.335	6
task_84	0.024	3.629	4.664	8
task_85	0.024	4.378	5.462	6
task_86	0.024	5.483	6.571	6
task_87	0.024	5.962	6.998	7
task_88	0.024	7.093	8.190	3
task_89	0.024	8.713	9.998	5
task_90	0.024	9.304	10.376	2
task_91	0.024	10.049	11.177	5
task_92	0.024	11.192	11.899	5
task_93	0.024	4.895	6.054	5
task_94	0.024	4.899	6.117	4
task_95	0.024	6.333	7.442	1
task_96	0.024	7.483	8.659	1
task_97	0.024	8.702	9.772	4
task_98	0.024	10.065	11.209	9
task_99	0.024	10.400	11.436	7

Fibonacci 400 iterations, n=10

This benchmark measures the performance of Hatchet when handling a large number of lightweight tasks. The tasks are Fibonacci calculations with 400 iterations and a base value of 10.

Go

Visualization

Statistics

	Hatchet	Windmill
Total duration (in seconds)	35.845	19.702
Assignment	24.688 (68.87%)	3.651 (18.53%)
Execution	1.570 (4.38%)	2.817 (14.30%)
Transition	9.587 (26.75%)	13.234 (67.17%)

Timing details

View task timing details

Task	Created at	Started at	Completed at
task_00	0.000	0.004	0.007
task_01	0.038	0.080	0.083
task_02	0.101	0.155	0.158
task_03	0.183	0.230	0.232
task_04	0.249	0.299	0.302
task_05	0.326	0.374	0.377
task_06	0.399	0.443	0.445
task_07	0.462	0.580	0.582
task_08	0.601	0.653	0.655
task_09	0.675	0.721	0.723
task_10	0.742	0.790	0.793
task_11	0.812	0.855	0.858
task_12	0.879	0.924	0.927
task_13	0.957	0.986	0.988
task_14	1.010	1.103	1.105
task_15	1.123	1.177	1.180
task_16	1.215	1.252	1.255
task_17	1.274	1.325	1.327
task_18	1.354	1.398	1.400
task_19	1.422	1.468	1.470
task_20	1.498	1.603	1.606
task_21	1.651	1.674	1.676
task_22	1.699	1.743	1.745
task_23	1.767	1.814	1.816
task_24	1.836	1.883	1.885
task_25	1.903	1.956	1.959
task_26	1.976	2.023	2.025
task_27	2.047	2.090	2.092
task_28	2.113	2.160	2.163
task_29	2.185	2.239	2.242
task_30	2.271	2.326	2.330
task_31	2.376	2.404	2.408
task_32	2.434	2.492	2.495
task_33	2.617	2.687	2.691
task_34	2.724	2.783	2.788
task_35	2.818	2.870	2.873
task_36	2.898	2.967	2.970
task_37	2.993	3.065	3.067
task_38	3.094	3.155	3.159
task_39	3.184	3.255	3.257
task_40	3.290	3.338	3.341
task_41	3.371	3.424	3.428
task_42	3.451	3.598	3.603
task_43	3.633	3.692	3.695
task_44	3.731	3.770	3.772
task_45	3.793	3.840	3.843
task_46	3.866	3.913	3.916
task_47	3.935	3.978	3.980
task_48	3.996	4.046	4.049
task_49	4.067	4.172	4.175
task_50	4.194	4.252	4.254
task_51	4.281	4.327	4.329
task_52	4.345	4.406	4.409
task_53	4.432	4.488	4.491
task_54	4.560	4.608	4.611
task_55	4.628	4.679	4.682
task_56	4.705	4.751	4.754
task_57	4.786	4.827	4.832
task_58	4.856	4.908	4.910
task_59	4.931	4.982	4.984
task_60	5.005	5.049	5.052
task_61	5.074	5.121	5.123
task_62	5.138	5.198	5.200
task_63	5.222	5.266	5.268
task_64	5.286	5.338	5.341
task_65	5.357	5.401	5.403
task_66	5.421	5.471	5.476
task_67	5.502	5.598	5.602
task_68	5.620	5.736	5.741
task_69	5.779	5.817	5.819
task_70	5.835	5.899	5.901
task_71	5.923	5.979	5.982
task_72	6.004	6.055	6.058
task_73	6.075	6.126	6.128
task_74	6.149	6.202	6.207
task_75	6.230	6.276	6.278
task_76	6.300	6.344	6.347
task_77	6.366	6.412	6.416
task_78	6.445	6.490	6.493
task_79	6.556	6.628	6.631
task_80	6.663	6.700	6.703
task_81	6.718	6.775	6.778
task_82	6.798	6.845	6.847
task_83	6.879	6.912	6.915
task_84	6.934	6.980	6.982
task_85	6.997	7.045	7.048
task_86	7.068	7.114	7.117
task_87	7.134	7.246	7.248
task_88	7.265	7.332	7.336
task_89	7.366	7.419	7.422
task_90	7.441	7.618	7.621
task_91	7.636	7.695	7.697
task_92	7.714	7.771	7.773
task_93	7.788	7.844	7.847
task_94	7.871	7.923	7.926
task_95	7.946	7.996	7.998
task_96	8.018	8.067	8.069
task_97	8.088	8.138	8.143
task_98	8.170	8.218	8.221
task_99	8.240	8.290	8.293
task_100	8.322	8.363	8.365
task_101	8.386	8.435	8.441
task_102	8.461	8.585	8.587
task_103	8.607	8.656	8.658
task_104	8.687	8.727	8.729
task_105	8.746	8.800	8.802
task_106	8.818	8.881	8.883
task_107	8.905	8.947	8.949
task_108	8.965	9.020	9.023
task_109	9.042	9.147	9.150
task_110	9.169	9.238	9.241
task_111	9.260	9.317	9.319
task_112	9.334	9.403	9.406
task_113	9.424	9.480	9.483
task_114	9.554	9.606	9.610
task_115	9.635	9.687	9.689
task_116	9.719	9.759	9.762
task_117	9.783	9.834	9.837
task_118	9.859	9.912	9.915
task_119	9.952	9.988	9.992
task_120	10.008	10.069	10.072
task_121	10.088	10.143	10.153
task_122	10.176	10.222	10.225
task_123	10.256	10.294	10.297
task_124	10.312	10.367	10.370
task_125	10.397	10.434	10.436
task_126	10.453	10.557	10.580
task_127	10.608	10.647	10.651
task_128	10.691	10.728	10.735
task_129	10.760	10.822	10.825
task_130	10.842	10.906	10.908
task_131	10.926	10.981	10.984
task_132	11.002	11.058	11.060
task_133	11.078	11.131	11.133
task_134	11.162	11.205	11.209
task_135	11.226	11.281	11.283
task_136	11.303	11.357	11.360
task_137	11.377	11.428	11.431
task_138	11.458	11.509	11.546
task_139	11.631	11.658	11.662
task_140	11.683	11.733	11.736
task_141	11.762	11.813	11.816
task_142	11.856	11.889	11.892
task_143	11.909	11.964	11.968
task_144	11.983	12.042	12.045
task_145	12.062	12.118	12.120
task_146	12.138	12.205	12.209
task_147	12.233	12.280	12.282
task_148	12.302	12.361	12.365
task_149	12.388	12.435	12.438
task_150	12.455	12.623	12.625
task_151	12.660	12.708	12.711
task_152	12.728	12.782	12.785
task_153	12.802	12.858	12.861
task_154	12.880	12.934	12.936
task_155	12.957	13.007	13.010
task_156	13.030	13.082	13.085
task_157	13.102	13.160	13.163
task_158	13.184	13.234	13.236
task_159	13.254	13.309	13.312
task_160	13.334	13.387	13.390
task_161	13.410	13.460	13.464
task_162	13.496	13.601	13.604
task_163	13.620	13.672	13.674
task_164	13.696	13.744	13.749
task_165	13.813	13.839	13.843
task_166	13.866	13.931	13.940
task_167	13.967	14.033	14.036
task_168	14.062	14.197	14.202
task_169	14.229	14.310	14.315
task_170	14.336	14.406	14.409
task_171	14.430	14.569	14.618
task_172	14.650	14.676	14.679
task_173	14.711	14.791	14.797
task_174	14.820	14.887	14.891
task_175	14.912	14.995	15.000
task_176	15.029	15.082	15.088
task_177	15.111	15.186	15.189
task_178	15.224	15.278	15.282
task_179	15.305	15.356	15.360
task_180	15.376	15.429	15.433
task_181	15.456	15.522	15.543
task_182	15.634	15.655	15.658
task_183	15.676	15.737	15.741
task_184	15.767	15.821	15.823
task_185	15.852	15.903	15.906
task_186	15.926	15.982	15.984
task_187	16.007	16.057	16.059
task_188	16.077	16.131	16.133
task_189	16.160	16.209	16.212
task_190	16.228	16.284	16.287
task_191	16.307	16.355	16.359
task_192	16.377	16.428	16.432
task_193	16.449	16.589	16.593
task_194	16.615	16.660	16.663
task_195	16.682	16.733	16.737
task_196	16.752	16.809	16.812
task_197	16.829	16.883	16.887
task_198	16.905	16.959	16.964
task_199	17.001	17.035	17.039
task_200	17.062	17.163	17.166
task_201	17.205	17.254	17.258
task_202	17.276	17.335	17.338
task_203	17.355	17.416	17.420
task_204	17.447	17.596	17.600
task_205	17.619	17.682	17.686
task_206	17.707	17.759	17.762
task_207	17.780	17.834	17.837
task_208	17.852	17.911	17.915
task_209	17.942	18.000	18.003
task_210	18.037	18.077	18.081
task_211	18.097	18.160	18.163
task_212	18.179	18.238	18.241
task_213	18.257	18.312	18.315
task_214	18.328	18.390	18.393
task_215	18.410	18.457	18.460
task_216	18.486	18.597	18.601
task_217	18.643	18.754	18.758
task_218	18.775	18.848	18.851
task_219	18.870	18.934	18.937
task_220	18.954	19.009	19.012
task_221	19.033	19.092	19.094
task_222	19.115	19.184	19.189
task_223	19.213	19.271	19.273
task_224	19.293	19.347	19.349
task_225	19.376	19.424	19.427
task_226	19.444	19.584	19.587
task_227	19.603	19.663	19.666
task_228	19.685	19.744	19.748
task_229	19.771	19.818	19.820
task_230	19.853	19.891	19.895
task_231	19.918	19.966	19.969
task_232	19.985	20.038	20.042
task_233	20.059	20.111	20.115
task_234	20.131	20.195	20.204
task_235	20.234	20.333	20.336
task_236	20.351	20.411	20.414
task_237	20.443	20.503	20.525
task_238	20.613	20.644	20.648
task_239	20.666	20.725	20.727
task_240	20.751	20.814	20.816
task_241	20.840	20.898	20.902
task_242	20.917	20.976	20.979
task_243	20.996	21.053	21.056
task_244	21.089	21.129	21.133
task_245	21.157	21.212	21.215
task_246	21.238	21.293	21.295
task_247	21.311	21.367	21.371
task_248	21.387	21.441	21.444
task_249	21.492	21.595	21.598
task_250	21.620	21.674	21.678
task_251	21.694	21.749	21.751
task_252	21.786	21.823	21.827
task_253	21.856	21.899	21.904
task_254	21.920	21.973	21.976
task_255	22.021	22.106	22.108
task_256	22.155	22.188	22.191
task_257	22.217	22.273	22.275
task_258	22.298	22.360	22.363
task_259	22.384	22.440	22.443
task_260	22.461	22.599	22.602
task_261	22.622	22.678	22.681
task_262	22.705	22.765	22.768
task_263	22.788	22.843	22.846
task_264	22.863	22.916	22.920
task_265	22.938	23.002	23.005
task_266	23.029	23.083	23.086
task_267	23.102	23.170	23.173
task_268	23.189	23.243	23.246
task_269	23.261	23.318	23.321
task_270	23.339	23.389	23.392
task_271	23.409	23.463	23.466
task_272	23.496	23.655	23.659
task_273	23.677	23.740	23.745
task_274	23.767	23.819	23.823
task_275	23.837	23.902	23.905
task_276	23.927	23.988	23.991
task_277	24.021	24.068	24.071
task_278	24.090	24.148	24.153
task_279	24.179	24.228	24.231
task_280	24.248	24.309	24.313
task_281	24.329	24.392	24.398
task_282	24.425	24.489	24.492
task_283	24.548	24.616	24.619
task_284	24.644	24.695	24.698
task_285	24.720	24.769	24.772
task_286	24.790	24.840	24.845
task_287	24.866	24.918	24.922
task_288	24.940	24.999	25.001
task_289	25.021	25.087	25.091
task_290	25.106	25.224	25.227
task_291	25.249	25.319	25.322
task_292	25.344	25.411	25.417
task_293	25.442	25.601	25.607
task_294	25.645	25.698	25.703
task_295	25.731	25.804	25.807
task_296	25.846	25.920	25.925
task_297	25.952	26.025	26.029
task_298	26.052	26.128	26.134
task_299	26.164	26.225	26.228
task_300	26.255	26.319	26.322
task_301	26.353	26.429	26.434
task_302	26.474	26.657	26.664
task_303	26.695	26.838	26.843
task_304	26.858	26.935	26.939
task_305	26.966	27.024	27.028
task_306	27.055	27.102	27.109
task_307	27.127	27.190	27.193
task_308	27.215	27.273	27.279
task_309	27.298	27.356	27.359
task_310	27.386	27.440	27.449
task_311	27.470	27.610	27.615
task_312	27.633	27.714	27.720
task_313	27.745	27.802	27.804
task_314	27.824	27.879	27.884
task_315	27.919	27.966	27.968
task_316	27.989	28.044	28.046
task_317	28.060	28.115	28.118
task_318	28.139	28.212	28.221
task_319	28.244	28.348	28.350
task_320	28.364	28.428	28.431
task_321	28.451	28.576	28.593
task_322	28.608	28.636	28.639
task_323	28.658	28.722	28.725
task_324	28.742	28.805	28.807
task_325	28.829	28.896	28.900
task_326	28.918	28.972	28.975
task_327	28.994	29.052	29.055
task_328	29.070	29.134	29.140
task_329	29.163	29.224	29.227
task_330	29.250	29.304	29.308
task_331	29.334	29.390	29.393
task_332	29.413	29.467	29.471
task_333	29.500	29.618	29.621
task_334	29.641	29.695	29.698
task_335	29.723	29.778	29.783
task_336	29.803	29.863	29.866
task_337	29.886	29.938	29.942
task_338	29.958	30.015	30.021
task_339	30.049	30.172	30.176
task_340	30.194	30.276	30.288
task_341	30.312	30.386	30.389
task_342	30.405	30.484	30.494
task_343	30.615	30.669	30.672
task_344	30.710	30.760	30.763
task_345	30.787	30.844	30.846
task_346	30.862	30.932	30.935
task_347	30.953	31.013	31.016
task_348	31.034	31.096	31.099
task_349	31.117	31.177	31.180
task_350	31.195	31.267	31.271
task_351	31.286	31.351	31.354
task_352	31.387	31.430	31.433
task_353	31.449	31.617	31.621
task_354	31.642	31.695	31.698
task_355	31.716	31.777	31.783
task_356	31.809	31.860	31.863
task_357	31.883	31.936	31.940
task_358	31.955	32.017	32.021
task_359	32.039	32.146	32.149
task_360	32.163	32.251	32.254
task_361	32.274	32.336	32.340
task_362	32.361	32.420	32.424
task_363	32.440	32.590	32.593
task_364	32.613	32.683	32.688
task_365	32.708	32.765	32.768
task_366	32.801	32.850	32.858
task_367	32.879	32.938	32.941
task_368	32.959	33.015	33.018
task_369	33.038	33.092	33.095
task_370	33.133	33.171	33.174
task_371	33.192	33.252	33.254
task_372	33.274	33.331	33.335
task_373	33.349	33.403	33.407
task_374	33.427	33.503	33.528
task_375	33.631	33.673	33.680
task_376	33.695	33.755	33.758
task_377	33.775	33.835	33.837
task_378	33.868	33.919	33.923
task_379	33.938	34.001	34.004
task_380	34.021	34.079	34.083
task_381	34.103	34.168	34.172
task_382	34.187	34.254	34.258
task_383	34.291	34.336	34.340
task_384	34.357	34.417	34.421
task_385	34.437	34.544	34.579
task_386	34.620	34.642	34.649
task_387	34.696	34.738	34.741
task_388	34.757	34.824	34.829
task_389	34.846	34.906	34.910
task_390	34.926	34.995	34.999
task_391	35.014	35.083	35.086
task_392	35.113	35.171	35.175
task_393	35.193	35.263	35.267
task_394	35.286	35.353	35.360
task_395	35.381	35.441	35.445
task_396	35.462	35.613	35.618
task_397	35.637	35.692	35.695
task_398	35.712	35.767	35.770
task_399	35.802	35.841	35.845

Windmill Comparison

Task	Created at	Started at	Completed at
task_00	0.026	0.031	0.038
task_01	0.051	0.057	0.064
task_02	0.083	0.094	0.102
task_03	0.115	0.119	0.126
task_04	0.151	0.163	0.167
task_05	0.203	0.209	0.218
task_06	0.228	0.235	0.242
task_07	0.281	0.286	0.294
task_08	0.332	0.343	0.350
task_09	0.376	0.387	0.395
task_10	0.445	0.449	0.458
task_11	0.515	0.523	0.531
task_12	0.585	0.590	0.598
task_13	0.622	0.630	0.637
task_14	0.647	0.655	0.662
task_15	0.712	0.724	0.730
task_16	0.770	0.775	0.782
task_17	0.834	0.839	0.846
task_18	0.882	0.889	0.896
task_19	0.922	0.935	0.943
task_20	0.980	0.989	0.993
task_21	1.012	1.026	1.033
task_22	1.080	1.085	1.092
task_23	1.141	1.146	1.151
task_24	1.163	1.171	1.175
task_25	1.214	1.221	1.228
task_26	1.241	1.252	1.259
task_27	1.299	1.309	1.320
task_28	1.347	1.360	1.368
task_29	1.379	1.387	1.394
task_30	1.413	1.421	1.428
task_31	1.476	1.484	1.492
task_32	1.538	1.551	1.558
task_33	1.604	1.617	1.624
task_34	1.661	1.671	1.679
task_35	1.706	1.716	1.721
task_36	1.756	1.766	1.773
task_37	1.784	1.791	1.796
task_38	1.806	1.808	1.814
task_39	1.841	1.849	1.856
task_40	1.891	1.898	1.905
task_41	1.931	1.941	1.945
task_42	1.981	1.990	1.998
task_43	2.011	2.022	2.028
task_44	2.079	2.084	2.088
task_45	2.099	2.109	2.114
task_46	2.148	2.159	2.166
task_47	2.177	2.185	2.193
task_48	2.219	2.230	2.235
task_49	2.271	2.277	2.285
task_50	2.298	2.304	2.313
task_51	2.366	2.371	2.380
task_52	2.405	2.417	2.424
task_53	2.471	2.481	2.487
task_54	2.511	2.523	2.527
task_55	2.565	2.571	2.579
task_56	2.590	2.598	2.602
task_57	2.641	2.646	2.654
task_58	2.702	2.706	2.711
task_59	2.724	2.734	2.741
task_60	2.752	2.760	2.767
task_61	2.806	2.814	2.821
task_62	2.862	2.872	2.880
task_63	2.920	2.925	2.932
task_64	2.978	2.991	2.998
task_65	3.011	3.022	3.031
task_66	3.081	3.092	3.099
task_67	3.111	3.119	3.126
task_68	3.155	3.161	3.169
task_69	3.217	3.230	3.238
task_70	3.290	3.297	3.301
task_71	3.340	3.352	3.363
task_72	3.376	3.381	3.385
task_73	3.395	3.405	3.410
task_74	3.421	3.428	3.438
task_75	3.464	3.473	3.480
task_76	3.531	3.536	3.543
task_77	3.568	3.574	3.582
task_78	3.608	3.617	3.621
task_79	3.635	3.644	3.652
task_80	3.663	3.674	3.683
task_81	3.731	3.740	3.744
task_82	3.781	3.787	3.795
task_83	3.805	3.808	3.815
task_84	3.840	3.850	3.858
task_85	3.905	3.917	3.924
task_86	3.936	3.944	3.951
task_87	3.980	3.987	3.995
task_88	4.033	4.044	4.051
task_89	4.097	4.110	4.117
task_90	4.129	4.137	4.146
task_91	4.174	4.188	4.197
task_92	4.238	4.246	4.253
task_93	4.304	4.314	4.325
task_94	4.364	4.377	4.386
task_95	4.437	4.446	4.453
task_96	4.504	4.511	4.519
task_97	4.568	4.573	4.580
task_98	4.607	4.620	4.624
task_99	4.639	4.645	4.652
task_100	4.664	4.675	4.679
task_101	4.692	4.700	4.704
task_102	4.739	4.744	4.748
task_103	4.761	4.767	4.774
task_104	4.786	4.797	4.805
task_105	4.842	4.849	4.859
task_106	4.885	4.896	4.901
task_107	4.937	4.943	4.948
task_108	4.960	4.967	4.975
task_109	4.986	4.993	5.001
task_110	5.052	5.064	5.071
task_111	5.121	5.131	5.139
task_112	5.190	5.200	5.208
task_113	5.256	5.269	5.277
task_114	5.313	5.323	5.334
task_115	5.363	5.370	5.377
task_116	5.416	5.426	5.433
task_117	5.458	5.468	5.476
task_118	5.513	5.520	5.528
task_119	5.556	5.565	5.572
task_120	5.617	5.631	5.638
task_121	5.648	5.657	5.665
task_122	5.690	5.701	5.711
task_123	5.759	5.764	5.771
task_124	5.796	5.804	5.812
task_125	5.832	5.844	5.848
task_126	5.883	5.890	5.900
task_127	5.946	5.956	5.963
task_128	6.001	6.007	6.011
task_129	6.023	6.033	6.040
task_130	6.079	6.088	6.095
task_131	6.123	6.133	6.141
task_132	6.179	6.192	6.200
task_133	6.250	6.261	6.269
task_134	6.308	6.320	6.328
task_135	6.376	6.387	6.397
task_136	6.412	6.421	6.428
task_137	6.479	6.492	6.496
task_138	6.533	6.544	6.549
task_139	6.564	6.567	6.575
task_140	6.586	6.597	6.601
task_141	6.615	6.624	6.628
task_142	6.663	6.669	6.676
task_143	6.687	6.694	6.703
task_144	6.727	6.736	6.743
task_145	6.781	6.788	6.795
task_146	6.819	6.831	6.839
task_147	6.887	6.893	6.902
task_148	6.928	6.933	6.938
task_149	6.973	6.978	6.985
task_150	7.035	7.045	7.053
task_151	7.105	7.114	7.121
task_152	7.160	7.169	7.177
task_153	7.207	7.217	7.222
task_154	7.259	7.268	7.273
task_155	7.308	7.317	7.325
task_156	7.337	7.349	7.357
task_157	7.397	7.406	7.410
task_158	7.429	7.442	7.449
task_159	7.470	7.481	7.488
task_160	7.501	7.512	7.519
task_161	7.560	7.571	7.579
task_162	7.630	7.639	7.646
task_163	7.662	7.674	7.682
task_164	7.720	7.731	7.738
task_165	7.776	7.785	7.793
task_166	7.842	7.845	7.853
task_167	7.893	7.902	7.909
task_168	7.960	7.970	7.978
task_169	8.016	8.025	8.032
task_170	8.080	8.090	8.097
task_171	8.148	8.153	8.161
task_172	8.188	8.197	8.205
task_173	8.245	8.254	8.261
task_174	8.311	8.323	8.328
task_175	8.344	8.354	8.361
task_176	8.405	8.417	8.424
task_177	8.447	8.457	8.464
task_178	8.515	8.521	8.526
task_179	8.539	8.545	8.552
task_180	8.578	8.590	8.595
task_181	8.632	8.642	8.650
task_182	8.672	8.685	8.692
task_183	8.741	8.750	8.755
task_184	8.769	8.778	8.786
task_185	8.811	8.816	8.824
task_186	8.848	8.859	8.866
task_187	8.906	8.917	8.925
task_188	8.966	8.978	8.986
task_189	9.037	9.048	9.056
task_190	9.108	9.119	9.126
task_191	9.164	9.172	9.180
task_192	9.231	9.245	9.252
task_193	9.293	9.301	9.308
task_194	9.334	9.341	9.351
task_195	9.399	9.413	9.421
task_196	9.459	9.468	9.476
task_197	9.503	9.511	9.519
task_198	9.567	9.581	9.588
task_199	9.628	9.636	9.642
task_200	9.657	9.668	9.675
task_201	9.707	9.713	9.717
task_202	9.755	9.762	9.770
task_203	9.781	9.789	9.793
task_204	9.816	9.826	9.833
task_205	9.872	9.880	9.889
task_206	9.920	9.928	9.936
task_207	9.975	9.985	9.995
task_208	10.048	10.058	10.066
task_209	10.115	10.128	10.132
task_210	10.146	10.153	10.160
task_211	10.172	10.183	10.187
task_212	10.203	10.209	10.216
task_213	10.227	10.236	10.241
task_214	10.263	10.271	10.275
task_215	10.290	10.296	10.300
task_216	10.312	10.320	10.325
task_217	10.336	10.341	10.345
task_218	10.356	10.364	10.368
task_219	10.403	10.409	10.417
task_220	10.435	10.448	10.452
task_221	10.488	10.498	10.502
task_222	10.514	10.520	10.524
task_223	10.537	10.541	10.549
task_224	10.569	10.590	10.595
task_225	10.644	10.650	10.659
task_226	10.680	10.690	10.697
task_227	10.709	10.721	10.728
task_228	10.769	10.781	10.789
task_229	10.831	10.836	10.843
task_230	10.885	10.890	10.895
task_231	10.911	10.918	10.925
task_232	10.950	10.960	10.969
task_233	11.019	11.032	11.039
task_234	11.060	11.072	11.076
task_235	11.112	11.122	11.130
task_236	11.144	11.155	11.163
task_237	11.218	11.229	11.237
task_238	11.287	11.292	11.300
task_239	11.328	11.340	11.347
task_240	11.385	11.394	11.401
task_241	11.456	11.465	11.473
task_242	11.524	11.530	11.538
task_243	11.557	11.572	11.577
task_244	11.614	11.624	11.632
task_245	11.669	11.680	11.687
task_246	11.716	11.725	11.730
task_247	11.769	11.778	11.785
task_248	11.812	11.820	11.828
task_249	11.868	11.878	11.886
task_250	11.915	11.924	11.932
task_251	11.982	11.988	11.993
task_252	12.005	12.012	12.019
task_253	12.033	12.044	12.051
task_254	12.102	12.108	12.119
task_255	12.158	12.164	12.171
task_256	12.211	12.223	12.228
task_257	12.243	12.250	12.259
task_258	12.271	12.282	12.289
task_259	12.341	12.352	12.359
task_260	12.374	12.386	12.394
task_261	12.434	12.445	12.450
task_262	12.475	12.487	12.492
task_263	12.530	12.534	12.542
task_264	12.577	12.586	12.593
task_265	12.623	12.630	12.637
task_266	12.688	12.694	12.701
task_267	12.731	12.742	12.749
task_268	12.789	12.798	12.805
task_269	12.851	12.859	12.866
task_270	12.919	12.931	12.939
task_271	12.978	12.987	12.994
task_272	13.052	13.061	13.071
task_273	13.108	13.117	13.125
task_274	13.153	13.162	13.170
task_275	13.219	13.233	13.238
task_276	13.254	13.260	13.264
task_277	13.300	13.309	13.316
task_278	13.338	13.350	13.358
task_279	13.369	13.377	13.385
task_280	13.409	13.421	13.428
task_281	13.467	13.479	13.486
task_282	13.538	13.550	13.558
task_283	13.606	13.620	13.627
task_284	13.640	13.648	13.657
task_285	13.687	13.694	13.702
task_286	13.753	13.764	13.772
task_287	13.812	13.822	13.827
task_288	13.839	13.845	13.854
task_289	13.866	13.874	13.881
task_290	13.908	13.919	13.927
task_291	13.978	13.988	13.998
task_292	14.011	14.018	14.022
task_293	14.043	14.056	14.064
task_294	14.112	14.123	14.131
task_295	14.172	14.178	14.186
task_296	14.238	14.248	14.256
task_297	14.298	14.306	14.313
task_298	14.343	14.358	14.366
task_299	14.386	14.399	14.406
task_300	14.444	14.456	14.464
task_301	14.515	14.526	14.533
task_302	14.584	14.596	14.603
task_303	14.643	14.654	14.661
task_304	14.689	14.699	14.706
task_305	14.746	14.755	14.763
task_306	14.804	14.814	14.823
task_307	14.876	14.887	14.893
task_308	14.909	14.919	14.924
task_309	14.964	14.970	14.974
task_310	15.009	15.019	15.026
task_311	15.038	15.045	15.049
task_312	15.071	15.080	15.085
task_313	15.100	15.111	15.118
task_314	15.129	15.140	15.145
task_315	15.160	15.168	15.174
task_316	15.198	15.207	15.215
task_317	15.268	15.273	15.280
task_318	15.309	15.321	15.328
task_319	15.379	15.384	15.391
task_320	15.431	15.442	15.450
task_321	15.501	15.509	15.517
task_322	15.566	15.577	15.584
task_323	15.623	15.635	15.643
task_324	15.693	15.705	15.713
task_325	15.752	15.762	15.769
task_326	15.798	15.810	15.817
task_327	15.868	15.881	15.891
task_328	15.943	15.953	15.961
task_329	16.001	16.010	16.017
task_330	16.043	16.053	16.061
task_331	16.112	16.125	16.133
task_332	16.186	16.196	16.201
task_333	16.216	16.222	16.231
task_334	16.252	16.264	16.274
task_335	16.298	16.307	16.314
task_336	16.367	16.377	16.384
task_337	16.438	16.444	16.452
task_338	16.503	16.514	16.522
task_339	16.561	16.567	16.575
task_340	16.602	16.613	16.617
task_341	16.656	16.665	16.669
task_342	16.705	16.711	16.716
task_343	16.727	16.734	16.738
task_344	16.751	16.758	16.765
task_345	16.779	16.784	16.791
task_346	16.817	16.826	16.833
task_347	16.883	16.893	16.902
task_348	16.944	16.951	16.958
task_349	16.990	16.999	17.007
task_350	17.048	17.057	17.064
task_351	17.116	17.127	17.135
task_352	17.183	17.197	17.204
task_353	17.252	17.262	17.270
task_354	17.320	17.326	17.334
task_355	17.360	17.373	17.380
task_356	17.420	17.429	17.434
task_357	17.447	17.453	17.461
task_358	17.502	17.507	17.515
task_359	17.556	17.563	17.570
task_360	17.610	17.618	17.623
task_361	17.638	17.644	17.652
task_362	17.675	17.686	17.691
task_363	17.730	17.739	17.746
task_364	17.768	17.785	17.792
task_365	17.814	17.825	17.829
task_366	17.844	17.850	17.858
task_367	17.871	17.878	17.886
task_368	17.917	17.926	17.934
task_369	17.975	17.983	17.991
task_370	18.043	18.055	18.063
task_371	18.113	18.125	18.133
task_372	18.148	18.158	18.163
task_373	18.179	18.186	18.195
task_374	18.207	18.215	18.222
task_375	18.276	18.283	18.292
task_376	18.345	18.358	18.365
task_377	18.417	18.423	18.432
task_378	18.469	18.476	18.485
task_379	18.517	18.526	18.537
task_380	18.578	18.586	18.591
task_381	18.614	18.623	18.630
task_382	18.670	18.678	18.686
task_383	18.725	18.732	18.739
task_384	18.781	18.792	18.799
task_385	18.839	18.847	18.854
task_386	18.898	18.909	18.918
task_387	18.977	18.988	18.995
task_388	19.038	19.047	19.055
task_389	19.086	19.096	19.103
task_390	19.150	19.162	19.171
task_391	19.211	19.220	19.227
task_392	19.269	19.279	19.286
task_393	19.339	19.345	19.354
task_394	19.398	19.403	19.410
task_395	19.456	19.465	19.469
task_396	19.517	19.526	19.533
task_397	19.585	19.597	19.604
task_398	19.645	19.655	19.659
task_399	19.682	19.695	19.702

10 Workers

Visualization

Statistics

Multi-Worker Comparison (10 workers)

Metric per	Hatchet	Windmill
Total Duration (s)	37.809	7.224
First Task Scheduled (s)	0.000	0.025
First Task Started (s)	0.723	1.663

Worker Load Distribution

Metric per worker	Statistic	Hatchet	Windmill
Tasks per Worker	Average (StdDev)	40.0 (0.00)	40.0 (3.13)
	Min / Max	40 / 40	36 / 45
Active Time (s)	Average (StdDev)	1.193 (0.178)	0.849 (0.064)
	Min / Max	0.877 / 1.501	0.764 / 0.952
Idle Time (s)	Average (StdDev)	36.616 (0.178)	6.375 (0.064)
	Min / Max	36.308 / 36.932	6.272 / 6.460
Avg Wait Time (s)	Average (StdDev)	19.187 (0.014)	4.235 (0.130)
	Min / Max	19.165 / 19.207	3.949 / 4.475
Avg Task Duration (s)	Average (StdDev)	0.030 (0.004)	0.021 (0.001)
	Min / Max	0.022 / 0.038	0.019 / 0.023
Worker Utilization (%)	Average (StdDev)	3.16 (0.47)	11.75 (0.89)
	Min / Max	2.32 / 3.97	10.58 / 13.18

View detailed worker statistics for each engine

Hatchet

Total Duration: 37.809 seconds

First Task Scheduled: 0.000 seconds

First Task Started: 0.723 seconds

Worker	Tasks	Active Time	Active %	Idle Time	Idle %	Avg Task Time
Worker 0	40	1.145s	3.03%	36.664s	96.97%	0.029s
Worker 1	40	0.988s	2.61%	36.821s	97.39%	0.025s
Worker 2	40	1.248s	3.30%	36.561s	96.70%	0.031s
Worker 3	40	1.190s	3.15%	36.619s	96.85%	0.030s
Worker 4	40	1.501s	3.97%	36.308s	96.03%	0.038s
Worker 5	40	1.303s	3.45%	36.506s	96.55%	0.033s
Worker 6	40	1.064s	2.81%	36.745s	97.19%	0.027s
Worker 7	40	0.877s	2.32%	36.932s	97.68%	0.022s
Worker 8	40	1.207s	3.19%	36.602s	96.81%	0.030s
Worker 9	40	1.408s	3.72%	36.401s	96.28%	0.035s

Windmill

Total Duration: 7.224 seconds

First Task Scheduled: 0.025 seconds

First Task Started: 1.663 seconds

Worker	Tasks	Active Time	Active %	Idle Time	Idle %	Avg Task Time
Worker 0	42	0.908s	12.57%	6.316s	87.43%	0.022s
Worker 1	37	0.816s	11.30%	6.408s	88.70%	0.022s
Worker 2	38	0.888s	12.29%	6.336s	87.71%	0.023s
Worker 3	37	0.770s	10.66%	6.454s	89.34%	0.021s
Worker 4	45	0.952s	13.18%	6.272s	86.82%	0.021s
Worker 5	42	0.834s	11.54%	6.390s	88.46%	0.020s
Worker 6	36	0.805s	11.14%	6.419s	88.86%	0.022s
Worker 7	43	0.814s	11.27%	6.410s	88.73%	0.019s
Worker 8	43	0.937s	12.97%	6.287s	87.03%	0.022s
Worker 9	37	0.764s	10.58%	6.460s	89.42%	0.021s

Timing details

View task timing details

Task	Created at	Started at	Completed at	Worker ID
task_00	0.000	0.776	0.907	8
task_01	0.000	13.689	13.728	4
task_02	0.000	13.752	14.153	9
task_03	0.000	6.299	6.308	7
task_04	0.000	14.005	14.144	5
task_05	0.000	0.726	0.907	1
task_06	0.000	0.939	0.954	6
task_07	0.000	11.704	11.755	1
task_08	0.000	1.894	1.913	2
task_09	0.000	0.723	0.899	4
task_10	0.000	9.721	9.828	9
task_11	0.000	7.239	7.252	9
task_12	0.000	5.019	5.235	9
task_13	0.000	7.274	7.287	0
task_14	0.000	11.693	11.747	2
task_15	0.000	9.712	9.823	3
task_16	0.000	3.513	3.580	8
task_17	0.000	5.184	5.218	3
task_18	0.000	2.801	2.845	2
task_19	0.000	3.463	3.470	1
task_20	0.000	6.227	6.265	3
task_21	0.000	6.229	6.261	2
task_22	0.000	11.660	11.669	3
task_23	0.000	13.864	14.148	0
task_24	0.000	11.345	11.352	6
task_25	0.000	9.753	9.827	5
task_26	0.000	12.613	12.620	0
task_27	0.000	12.627	12.641	9
task_28	0.000	12.620	12.637	8
task_29	0.000	4.355	4.367	0
task_30	0.000	7.260	7.272	3
task_31	0.000	11.787	11.792	8
task_32	0.000	9.764	9.862	1
task_33	0.000	12.619	12.628	7
task_34	0.000	12.610	12.623	5
task_35	0.000	8.428	8.438	1
task_36	0.000	4.344	4.359	5
task_37	0.000	11.666	11.687	9
task_38	0.000	7.251	7.269	5
task_39	0.000	0.837	0.924	0
task_40	0.000	1.894	1.912	6
task_41	0.000	5.224	5.227	6
task_42	0.000	4.353	4.362	1
task_43	0.000	13.704	13.740	2
task_44	0.000	1.950	1.960	8
task_45	0.000	6.298	6.302	0
task_46	0.000	7.275	7.290	7
task_47	0.000	12.620	12.630	2
task_48	0.000	5.209	5.216	0
task_49	0.000	11.694	11.739	4
task_50	0.000	11.671	11.697	6
task_51	0.000	9.699	9.808	7
task_52	0.000	6.226	6.254	1
task_53	0.000	7.247	7.254	2
task_54	0.000	4.359	4.378	4
task_55	0.000	4.877	5.188	5
task_56	0.000	0.924	0.928	5
task_57	0.000	1.929	1.950	1
task_58	0.000	9.703	9.857	8
task_59	0.000	5.221	5.253	7
task_60	0.000	12.605	12.615	6
task_61	0.000	12.618	12.631	3
task_62	0.000	0.907	0.928	3
task_63	0.000	1.919	1.931	5
task_64	0.000	1.920	1.940	3
task_65	0.000	5.238	5.250	8
task_66	0.000	7.269	7.281	8
task_67	0.000	6.249	6.282	9
task_68	0.000	6.231	6.269	6
task_69	0.000	13.781	14.157	3
task_70	0.000	4.351	4.356	9
task_71	0.000	1.935	1.945	9
task_72	0.000	13.840	14.154	6
task_73	0.000	9.743	9.847	0
task_74	0.000	11.327	11.331	9
task_75	0.000	5.198	5.236	2
task_76	0.000	6.226	6.260	8
task_77	0.000	6.285	6.294	5
task_78	0.000	2.838	2.845	7
task_79	0.000	13.980	14.159	8
task_80	0.000	12.628	12.636	1
task_81	0.000	11.691	11.736	7
task_82	0.000	5.241	5.245	1
task_83	0.000	13.692	13.730	7
task_84	0.000	2.827	2.838	5
task_85	0.000	7.265	7.270	4
task_86	0.000	4.787	5.153	4
task_87	0.000	8.397	8.410	7
task_88	0.000	0.917	0.933	7
task_89	0.000	6.272	6.281	4
task_90	0.000	1.850	1.906	7
task_91	0.000	11.759	11.778	0
task_92	0.000	7.263	7.274	6
task_93	0.000	12.620	12.637	4
task_94	0.000	11.667	11.696	5
task_95	0.000	7.280	7.290	1
task_96	0.000	4.359	4.373	7
task_97	0.000	3.467	3.483	6
task_98	0.000	9.574	9.839	2
task_99	0.000	9.615	9.816	4
task_100	0.000	25.942	25.965	1
task_101	0.000	15.113	15.128	7
task_102	0.000	24.958	24.970	2
task_103	0.000	31.873	31.895	9
task_104	0.000	26.934	26.944	5
task_105	0.000	34.833	34.851	0
task_106	0.000	13.249	13.260	7
task_107	0.000	22.972	22.984	0
task_108	0.000	17.070	17.078	6
task_109	0.000	4.335	4.340	3
task_110	0.000	25.949	25.988	5
task_111	0.000	4.342	4.347	6
task_112	0.000	28.921	28.937	4
task_113	0.000	21.131	21.158	0
task_114	0.000	12.331	12.342	1
task_115	0.000	26.926	26.938	2
task_116	0.000	30.863	30.889	4
task_117	0.000	10.640	10.742	3
task_118	0.000	18.073	18.082	5
task_119	0.000	22.998	23.006	6
task_120	0.000	36.809	36.829	1
task_121	0.000	1.926	1.940	4
task_122	0.000	37.758	37.783	1
task_123	0.000	31.829	31.856	7
task_124	0.000	29.849	29.882	8
task_125	0.000	11.331	11.342	1
task_126	0.000	21.146	21.171	1
task_127	0.000	11.349	11.357	3
task_128	0.000	35.787	35.799	9
task_129	0.000	26.914	26.938	4
task_130	0.000	19.040	19.053	1
task_131	0.000	11.354	11.367	4
task_132	0.000	20.086	20.118	5
task_133	0.000	8.450	8.483	3
task_134	0.000	22.069	22.080	3
task_135	0.000	28.916	28.953	6
task_136	0.000	32.890	32.918	7
task_137	0.000	35.774	35.782	3
task_138	0.000	13.257	13.269	3
task_139	0.000	20.040	20.044	7
task_140	0.000	11.350	11.365	8
task_141	0.000	18.067	18.079	0
task_142	0.000	27.917	27.940	7
task_143	0.000	30.898	30.910	3
task_144	0.000	32.882	32.914	4
task_145	0.000	29.833	29.848	9
task_146	0.000	24.005	24.018	2
task_147	0.000	37.784	37.804	3
task_148	0.000	22.067	22.074	4
task_149	0.000	30.859	30.882	7
task_150	0.000	21.146	21.164	9
task_151	0.000	21.156	21.175	3
task_152	0.000	27.893	27.922	9
task_153	0.000	29.890	29.902	6
task_154	0.000	24.931	24.962	3
task_155	0.000	12.349	12.359	3
task_156	0.000	37.784	37.809	4
task_157	0.000	24.006	24.028	5
task_158	0.000	32.959	32.970	9
task_159	0.000	37.789	37.808	5
task_160	0.000	19.040	19.052	7
task_161	0.000	33.777	33.786	3
task_162	0.000	37.757	37.791	7
task_163	0.000	22.979	22.997	7
task_164	0.000	23.990	24.000	7
task_165	0.000	13.242	13.250	8
task_166	0.000	37.763	37.788	9
task_167	0.000	8.405	8.425	9
task_168	0.000	18.079	18.094	6
task_169	0.000	24.963	25.002	8
task_170	0.000	33.804	33.812	7
task_171	0.000	10.645	10.741	5
task_172	0.000	8.422	8.432	0
task_173	0.000	33.856	33.880	0
task_174	0.000	33.811	33.825	1
task_175	0.000	2.809	2.839	0
task_176	0.000	10.651	10.729	1
task_177	0.000	18.033	18.038	2
task_178	0.000	15.138	15.151	0
task_179	0.000	19.045	19.056	2
task_180	0.000	22.949	22.971	2
task_181	0.000	10.655	10.741	2
task_182	0.000	16.087	16.095	0
task_183	0.000	25.956	25.966	7
task_184	0.000	32.941	32.954	6
task_185	0.000	20.085	20.103	8
task_186	0.000	26.934	26.953	3
task_187	0.000	13.251	13.266	6
task_188	0.000	26.901	26.929	7
task_189	0.000	29.866	29.892	0
task_190	0.000	18.043	18.057	7
task_191	0.000	2.823	2.836	4
task_192	0.000	19.051	19.059	3
task_193	0.000	27.917	27.944	1
task_194	0.000	31.873	31.889	8
task_195	0.000	4.360	4.367	2
task_196	0.000	26.924	26.940	0
task_197	0.000	35.823	35.832	7
task_198	0.000	11.329	11.333	7
task_199	0.000	8.449	8.458	4
task_200	0.000	31.865	31.882	5
task_201	0.000	13.250	13.258	1
task_202	0.000	34.796	34.815	6
task_203	0.000	31.833	31.852	1
task_204	0.000	24.011	24.036	8
task_205	0.000	18.072	18.100	1
task_206	0.000	33.815	33.866	2
task_207	0.000	11.342	11.359	2
task_208	0.000	17.085	17.101	3
task_209	0.000	20.090	20.103	0
task_210	0.000	12.321	12.339	2
task_211	0.000	20.076	20.109	2
task_212	0.000	28.915	28.952	2
task_213	0.000	27.915	27.941	2
task_214	0.000	27.921	27.945	5
task_215	0.000	11.346	11.364	0
task_216	0.000	25.935	25.955	8
task_217	0.000	12.323	12.332	6
task_218	0.000	21.118	21.148	2
task_219	0.000	15.125	15.133	6
task_220	0.000	29.886	29.905	7
task_221	0.000	23.000	23.008	8
task_222	0.000	24.961	24.981	4
task_223	0.000	13.247	13.254	9
task_224	0.000	25.940	25.956	3
task_225	0.000	30.865	30.892	9
task_226	0.000	24.962	25.002	5
task_227	0.000	10.649	10.731	6
task_228	0.000	34.802	34.812	5
task_229	0.000	27.911	27.930	3
task_230	0.000	16.097	16.119	5
task_231	0.000	3.467	3.478	9
task_232	0.000	17.068	17.092	0
task_233	0.000	24.931	24.964	7
task_234	0.000	19.046	19.053	9
task_235	0.000	31.846	31.860	6
task_236	0.000	29.871	29.883	2
task_237	0.000	16.091	16.104	2
task_238	0.000	24.020	24.030	6
task_239	0.000	30.879	30.891	6
task_240	0.000	13.257	13.267	4
task_241	0.000	13.253	13.267	5
task_242	0.000	36.771	36.779	4
task_243	0.000	10.651	10.732	8
task_244	0.000	24.925	24.941	1
task_245	0.000	18.075	18.091	9
task_246	0.000	24.960	24.982	6
task_247	0.000	30.859	30.868	0
task_248	0.000	34.800	34.833	8
task_249	0.000	36.771	36.797	5
task_250	0.000	25.956	25.972	2
task_251	0.000	19.056	19.076	4
task_252	0.000	16.093	16.103	3
task_253	0.000	28.863	28.878	7
task_254	0.000	37.798	37.802	0
task_255	0.000	19.060	19.065	6
task_256	0.000	10.632	10.741	4
task_257	0.000	32.867	32.889	3
task_258	0.000	25.933	25.958	6
task_259	0.000	28.892	28.920	3
task_260	0.000	33.791	33.796	8
task_261	0.000	27.927	27.940	4
task_262	0.000	10.649	10.730	7
task_263	0.000	23.959	23.984	4
task_264	0.000	15.151	15.164	2
task_265	0.000	36.784	36.799	6
task_266	0.000	34.826	34.862	2
task_267	0.000	0.921	0.934	9
task_268	0.000	10.657	10.739	9
task_269	0.000	23.965	23.985	3
task_270	0.000	17.078	17.088	1
task_271	0.000	2.846	2.854	3
task_272	0.000	1.894	1.914	0
task_273	0.000	20.072	20.087	4
task_274	0.000	32.886	32.916	0
task_275	0.000	23.992	24.011	9
task_276	0.000	27.917	27.934	0
task_277	0.000	34.819	34.826	4
task_278	0.000	12.293	12.302	9
task_279	0.000	32.931	32.936	2
task_280	0.000	17.072	17.081	5
task_281	0.000	31.890	31.901	2
task_282	0.000	31.873	31.883	3
task_283	0.000	16.097	16.119	9
task_284	0.000	16.088	16.095	8
task_285	0.000	35.822	35.831	1
task_286	0.000	23.995	24.015	0
task_287	0.000	35.832	35.842	4
task_288	0.000	15.150	15.175	3
task_289	0.000	35.825	35.837	0
task_290	0.000	20.053	20.078	3
task_291	0.000	19.052	19.070	0
task_292	0.000	18.039	18.050	3
task_293	0.000	25.956	25.969	4
task_294	0.000	23.996	24.007	1
task_295	0.000	21.108	21.147	4
task_296	0.000	17.061	17.070	7
task_297	0.000	4.348	4.356	8
task_298	0.000	17.059	17.065	9
task_299	0.000	26.925	26.938	1
task_300	0.000	27.919	27.930	6
task_301	0.000	17.081	17.092	8
task_302	0.000	36.778	36.796	0
task_303	0.000	36.758	36.769	2
task_304	0.000	35.825	35.842	2
task_305	0.000	36.799	36.809	3
task_306	0.000	15.163	15.179	9
task_307	0.000	33.820	33.841	4
task_308	0.000	28.901	28.920	9
task_309	0.000	20.066	20.082	1
task_310	0.000	34.778	34.785	9
task_311	0.000	15.129	15.149	4
task_312	0.000	19.057	19.071	8
task_313	0.000	22.992	23.000	3
task_314	0.000	36.800	36.813	7
task_315	0.000	22.054	22.067	8
task_316	0.000	29.890	29.897	1
task_317	0.000	35.778	35.788	6
task_318	0.000	30.897	30.915	2
task_319	0.000	21.141	21.158	7
task_320	0.000	8.442	8.490	5
task_321	0.000	13.252	13.266	2
task_322	0.000	26.927	26.955	8
task_323	0.000	29.880	29.895	5
task_324	0.000	10.666	10.728	0
task_325	0.000	20.051	20.086	9
task_326	0.000	37.768	37.789	6
task_327	0.000	26.928	26.939	6
task_328	0.000	15.107	15.112	5
task_329	0.000	28.891	28.923	5
task_330	0.000	28.918	28.956	8
task_331	0.000	22.046	22.058	9
task_332	0.000	8.451	8.461	8
task_333	0.000	26.900	26.925	9
task_334	0.000	24.960	24.984	0
task_335	0.000	33.870	33.894	6
task_336	0.000	0.727	0.886	2
task_337	0.000	20.075	20.108	6
task_338	0.000	12.336	12.352	5
task_339	0.000	19.047	19.059	5
task_340	0.000	16.101	16.111	1
task_341	0.000	22.056	22.080	6
task_342	0.000	22.041	22.058	1
task_343	0.000	22.966	23.014	1
task_344	0.000	30.852	30.862	5
task_345	0.000	33.872	33.885	5
task_346	0.000	22.061	22.081	5
task_347	0.000	27.879	27.889	8
task_348	0.000	22.050	22.066	0
task_349	0.000	29.901	29.912	3
task_350	0.000	32.893	32.916	1
task_351	0.000	22.977	22.990	4
task_352	0.000	25.953	25.972	0
task_353	0.000	16.090	16.106	6
task_354	0.000	35.775	35.784	5
task_355	0.000	16.086	16.116	4
task_356	0.000	22.028	22.032	2
task_357	0.000	37.793	37.809	2
task_358	0.000	9.743	9.837	6
task_359	0.000	24.968	24.995	9
task_360	0.000	18.083	18.088	4
task_361	0.000	28.873	28.925	0
task_362	0.000	17.078	17.085	2
task_363	0.000	31.868	31.884	4
task_364	0.000	21.158	21.168	8
task_365	0.000	12.332	12.345	0
task_366	0.000	31.854	31.868	0
task_367	0.000	30.879	30.898	1
task_368	0.000	13.227	13.236	0
task_369	0.000	28.930	28.948	1
task_370	0.000	32.932	32.942	8
task_371	0.000	34.807	34.817	3
task_372	0.000	21.139	21.157	6
task_373	0.000	8.434	8.444	6
task_374	0.000	34.803	34.814	7
task_375	0.000	36.768	36.793	9
task_376	0.000	22.971	22.983	9
task_377	0.000	35.808	35.829	8
task_378	0.000	16.100	16.110	7
task_379	0.000	29.899	29.927	4
task_380	0.000	34.844	34.867	1
task_381	0.000	12.289	12.307	8
task_382	0.000	36.801	36.815	8
task_383	0.000	22.055	22.073	7
task_384	0.000	25.940	25.955	9
task_385	0.000	14.185	14.198	1
task_386	0.000	12.305	12.322	4
task_387	0.000	37.761	37.789	8
task_388	0.000	21.120	21.161	5
task_389	0.000	17.063	17.069	4
task_390	0.000	32.889	32.928	5
task_391	0.000	18.077	18.098	8
task_392	0.000	11.357	11.367	5
task_393	0.000	22.977	22.986	5
task_394	0.000	33.820	33.840	9
task_395	0.000	15.100	15.106	1
task_396	0.000	12.319	12.329	7
task_397	0.000	15.139	15.155	8
task_398	0.000	30.869	30.877	8
task_399	0.000	8.396	8.407	2

Windmill Comparison

Task	Created at	Started at	Completed at	Worker ID
task_00	0.025	1.739	1.767	4
task_01	0.025	1.901	1.923	4
task_02	0.025	1.999	2.048	1
task_03	0.025	2.305	2.331	4
task_04	0.025	1.712	1.737	0
task_05	0.025	1.665	1.681	8
task_06	0.025	1.698	1.716	6
task_07	0.025	1.828	1.852	6
task_08	0.025	1.933	1.959	6
task_09	0.025	2.201	2.216	6
task_10	0.025	2.301	2.331	6
task_11	0.025	2.633	2.673	6
task_12	0.025	3.587	3.608	6
task_13	0.025	1.889	1.905	3
task_14	0.025	1.724	1.752	9
task_15	0.025	1.753	1.784	0
task_16	0.025	1.808	1.848	0
task_17	0.025	2.220	2.248	0
task_18	0.025	2.944	2.963	0
task_19	0.025	3.155	3.170	0
task_20	0.025	1.852	1.882	7
task_21	0.025	2.348	2.378	7
task_22	0.025	2.525	2.543	7
task_23	0.025	3.308	3.327	7
task_24	0.025	3.707	3.733	7
task_25	0.025	1.667	1.684	1
task_26	0.025	1.678	1.708	3
task_27	0.025	1.743	1.768	6
task_28	0.025	1.677	1.700	0
task_29	0.025	1.810	1.827	8
task_30	0.025	1.722	1.737	5
task_31	0.025	2.103	2.126	5
task_32	0.025	2.283	2.300	5
task_33	0.025	1.699	1.711	7
task_34	0.025	1.791	1.808	7
task_35	0.025	1.832	1.897	2
task_36	0.025	1.692	1.720	8
task_37	0.025	1.669	1.688	7
task_38	0.025	1.742	1.762	7
task_39	0.025	1.663	1.673	4
task_40	0.025	1.693	1.711	1
task_41	0.025	1.838	1.853	4
task_42	0.025	1.792	1.809	6
task_43	0.025	1.876	1.900	6
task_44	0.025	2.501	2.518	6
task_45	0.025	1.721	1.747	2
task_46	0.025	1.722	1.762	3
task_47	0.025	1.783	1.813	2
task_48	0.025	2.121	2.138	3
task_49	0.025	1.686	1.701	5
task_50	0.025	1.679	1.721	4
task_51	0.025	1.775	1.845	9
task_52	0.025	2.386	2.398	5
task_53	0.025	2.893	2.912	5
task_54	0.025	1.740	1.778	1
task_55	0.025	1.850	1.877	8
task_56	0.025	1.920	1.930	9
task_57	0.025	1.784	1.794	5
task_58	0.025	1.958	1.973	3
task_59	0.025	1.881	1.904	0
task_60	0.025	1.794	1.816	1
task_61	0.025	1.821	1.861	5
task_62	0.025	1.897	1.940	8
task_63	0.025	1.992	2.016	9
task_64	0.025	1.960	1.988	0
task_65	0.025	1.833	1.875	1
task_66	0.025	1.877	1.907	5
task_67	0.025	2.132	2.155	1
task_68	0.025	2.675	2.686	5
task_69	0.025	2.325	2.349	3
task_70	0.025	2.249	2.273	9
task_71	0.025	1.925	1.954	2
task_72	0.025	1.950	1.981	4
task_73	0.025	1.952	1.971	8
task_74	0.025	1.994	2.023	3
task_75	0.025	1.981	1.991	2
task_76	0.025	2.241	2.265	4
task_77	0.025	2.032	2.053	9
task_78	0.025	2.053	2.094	2
task_79	0.025	2.039	2.062	8
task_80	0.025	2.084	2.109	0
task_81	0.025	2.046	2.074	3
task_82	0.025	2.236	2.261	7
task_83	0.025	2.083	2.100	9
task_84	0.025	2.425	2.434	6
task_85	0.025	2.690	2.702	9
task_86	0.025	3.212	3.226	6
task_87	0.025	2.184	2.216	8
task_88	0.025	2.442	2.462	8
task_89	0.025	2.275	2.294	2
task_90	0.025	2.915	2.938	2
task_91	0.025	3.537	3.558	2
task_92	0.025	4.689	4.713	2
task_93	0.025	2.374	2.401	1
task_94	0.025	2.452	2.471	7
task_95	0.025	2.830	2.843	1
task_96	0.025	2.808	2.836	7
task_97	0.025	3.453	3.468	7
task_98	0.025	2.403	2.413	4
task_99	0.025	2.852	2.860	4
task_100	0.025	2.940	2.995	4
task_101	0.025	3.727	3.758	4
task_102	0.025	4.606	4.622	4
task_103	0.025	4.829	4.842	4
task_104	0.025	5.045	5.076	4
task_105	0.025	5.379	5.408	4
task_106	0.025	5.531	5.538	4
task_107	0.025	6.045	6.055	4
task_108	0.025	6.157	6.177	4
task_109	0.025	6.283	6.343	4
task_110	0.025	7.148	7.159	4
task_111	0.025	2.490	2.511	2
task_112	0.025	2.738	2.761	2
task_113	0.025	3.357	3.388	2
task_114	0.025	4.117	4.135	2
task_115	0.025	2.360	2.381	0
task_116	0.025	2.549	2.567	4
task_117	0.025	3.041	3.057	4
task_118	0.025	2.727	2.740	5
task_119	0.025	2.597	2.620	3
task_120	0.025	2.798	2.826	3
task_121	0.025	3.109	3.127	5
task_122	0.025	3.332	3.342	5
task_123	0.025	3.695	3.735	5
task_124	0.025	4.034	4.047	5
task_125	0.025	4.141	4.161	3
task_126	0.025	4.279	4.289	3
task_127	0.025	2.575	2.629	0
task_128	0.025	2.619	2.633	1
task_129	0.025	2.771	2.790	0
task_130	0.025	2.871	2.885	8
task_131	0.025	2.970	2.993	5
task_132	0.025	3.081	3.092	1
task_133	0.025	3.275	3.299	8
task_134	0.025	3.518	3.530	5
task_135	0.025	3.611	3.629	0
task_136	0.025	3.875	3.899	8
task_137	0.025	3.841	3.858	1
task_138	0.025	4.164	4.184	0
task_139	0.025	4.359	4.382	0
task_140	0.025	4.559	4.581	5
task_141	0.025	4.766	4.781	0
task_142	0.025	5.552	5.568	8
task_143	0.025	5.839	5.852	0
task_144	0.025	6.029	6.043	0
task_145	0.025	5.947	5.985	9
task_146	0.025	6.427	6.444	0
task_147	0.025	2.466	2.491	9
task_148	0.025	2.868	2.897	9
task_149	0.025	4.589	4.609	9
task_150	0.025	5.093	5.116	9
task_151	0.025	2.653	2.670	2
task_152	0.025	2.677	2.688	4
task_153	0.025	2.557	2.584	8
task_154	0.025	2.809	2.829	5
task_155	0.025	2.754	2.774	8
task_156	0.025	2.972	2.994	1
task_157	0.025	2.753	2.765	6
task_158	0.025	3.111	3.137	8
task_159	0.025	3.420	3.434	8
task_160	0.025	3.550	3.564	8
task_161	0.025	3.820	3.834	0
task_162	0.025	4.111	4.123	7
task_163	0.025	4.165	4.175	7
task_164	0.025	2.917	2.941	3
task_165	0.025	3.096	3.114	9
task_166	0.025	3.022	3.049	3
task_167	0.025	3.494	3.524	3
task_168	0.025	4.000	4.019	3
task_169	0.025	4.452	4.468	3
task_170	0.025	4.628	4.645	3
task_171	0.025	3.065	3.078	7
task_172	0.025	3.200	3.248	7
task_173	0.025	3.228	3.246	4
task_174	0.025	3.007	3.026	2
task_175	0.025	2.867	2.882	6
task_176	0.025	3.245	3.270	3
task_177	0.025	3.185	3.199	9
task_178	0.025	3.028	3.051	0
task_179	0.025	3.169	3.182	1
task_180	0.025	3.237	3.256	2
task_181	0.025	3.386	3.401	4
task_182	0.025	3.370	3.386	3
task_183	0.025	3.312	3.333	6
task_184	0.025	3.975	3.993	7
task_185	0.025	3.290	3.307	9
task_186	0.025	3.455	3.472	4
task_187	0.025	3.937	3.960	4
task_188	0.025	4.054	4.063	9
task_189	0.025	4.246	4.256	4
task_190	0.025	4.729	4.768	4
task_191	0.025	4.946	4.956	4
task_192	0.025	3.280	3.296	1
task_193	0.025	3.475	3.491	1
task_194	0.025	3.340	3.359	0
task_195	0.025	3.584	3.601	5
task_196	0.025	3.914	3.950	5
task_197	0.025	4.176	4.196	5
task_198	0.025	4.358	4.374	5
task_199	0.025	4.866	4.908	5
task_200	0.025	5.185	5.210	5
task_201	0.025	3.401	3.421	9
task_202	0.025	3.678	3.697	8
task_203	0.025	3.765	3.813	8
task_204	0.025	3.592	3.612	9
task_205	0.025	3.990	4.006	8
task_206	0.025	4.419	4.452	8
task_207	0.025	4.652	4.673	8
task_208	0.025	5.157	5.165	8
task_209	0.025	4.432	4.462	7
task_210	0.025	3.533	3.547	7
task_211	0.025	3.616	3.636	1
task_212	0.025	3.792	3.841	5
task_213	0.025	4.528	4.553	1
task_214	0.025	3.669	3.709	4
task_215	0.025	3.676	3.686	3
task_216	0.025	3.758	3.771	6
task_217	0.025	3.751	3.771	2
task_218	0.025	3.896	3.919	0
task_219	0.025	3.778	3.793	9
task_220	0.025	3.950	3.960	6
task_221	0.025	3.772	3.785	3
task_222	0.025	4.028	4.063	0
task_223	0.025	4.003	4.022	1
task_224	0.025	4.074	4.083	6
task_225	0.025	3.893	3.907	2
task_226	0.025	3.909	3.927	9
task_227	0.025	4.067	4.094	8
task_228	0.025	4.206	4.227	6
task_229	0.025	4.276	4.284	0
task_230	0.025	4.109	4.126	4
task_231	0.025	4.214	4.232	2
task_232	0.025	4.823	4.835	8
task_233	0.025	5.456	5.475	4
task_234	0.025	4.298	4.319	9
task_235	0.025	5.358	5.365	9
task_236	0.025	4.122	4.182	1
task_237	0.025	4.492	4.510	1
task_238	0.025	4.360	4.384	8
task_239	0.025	4.971	4.994	3
task_240	0.025	5.952	5.967	3
task_241	0.025	4.229	4.236	1
task_242	0.025	4.301	4.311	7
task_243	0.025	4.317	4.337	6
task_244	0.025	4.192	4.209	8
task_245	0.025	5.076	5.100	8
task_246	0.025	5.243	5.268	8
task_247	0.025	4.678	4.705	7
task_248	0.025	4.926	4.941	7
task_249	0.025	4.307	4.327	2
task_250	0.025	4.503	4.521	0
task_251	0.025	4.416	4.439	6
task_252	0.025	4.474	4.489	5
task_253	0.025	4.607	4.636	0
task_254	0.025	5.065	5.082	5
task_255	0.025	4.520	4.539	7
task_256	0.025	4.389	4.414	9
task_257	0.025	4.564	4.580	2
task_258	0.025	4.544	4.562	6
task_259	0.025	4.804	4.829	7
task_260	0.025	4.864	4.888	2
task_261	0.025	4.840	4.856	9
task_262	0.025	5.005	5.026	6
task_263	0.025	5.180	5.201	2
task_264	0.025	5.255	5.271	9
task_265	0.025	5.429	5.452	7
task_266	0.025	5.940	5.956	4
task_267	0.025	5.787	5.797	7
task_268	0.025	6.036	6.050	7
task_269	0.025	4.687	4.697	1
task_270	0.025	4.780	4.796	9
task_271	0.025	4.704	4.717	5
task_272	0.025	4.675	4.709	6
task_273	0.025	4.900	4.922	3
task_274	0.025	4.891	4.911	0
task_275	0.025	4.814	4.838	6
task_276	0.025	4.976	4.988	0
task_277	0.025	5.396	5.405	5
task_278	0.025	5.413	5.432	0
task_279	0.025	5.481	5.499	5
task_280	0.025	5.376	5.390	3
task_281	0.025	5.671	5.687	0
task_282	0.025	5.759	5.780	9
task_283	0.025	4.769	4.783	1
task_284	0.025	5.119	5.126	4
task_285	0.025	5.022	5.046	7
task_286	0.025	4.980	4.992	2
task_287	0.025	5.034	5.052	1
task_288	0.025	5.299	5.317	4
task_289	0.025	5.340	5.355	8
task_290	0.025	5.194	5.212	7
task_291	0.025	5.198	5.222	0
task_292	0.025	5.136	5.153	1
task_293	0.025	5.231	5.276	6
task_294	0.025	5.459	5.482	8
task_295	0.025	5.102	5.133	3
task_296	0.025	5.277	5.292	7
task_297	0.025	5.317	5.335	2
task_298	0.025	5.534	5.549	9
task_299	0.025	5.625	5.648	2
task_300	0.025	5.967	5.994	2
task_301	0.025	6.211	6.226	2
task_302	0.025	6.119	6.136	9
task_303	0.025	6.698	6.709	9
task_304	0.025	6.867	6.887	2
task_305	0.025	7.119	7.130	2
task_306	0.025	5.536	5.552	0
task_307	0.025	5.936	5.971	0
task_308	0.025	6.580	6.594	0
task_309	0.025	6.154	6.168	7
task_310	0.025	6.472	6.480	7
task_311	0.025	6.522	6.531	7
task_312	0.025	6.671	6.683	7
task_313	0.025	5.695	5.704	4
task_314	0.025	5.289	5.312	1
task_315	0.025	5.631	5.659	1
task_316	0.025	5.862	5.881	1
task_317	0.025	5.488	5.507	6
task_318	0.025	5.438	5.470	1
task_319	0.025	5.711	5.734	6
task_320	0.025	5.916	5.979	6
task_321	0.025	6.304	6.329	6
task_322	0.025	7.177	7.186	3
task_323	0.025	5.640	5.670	8
task_324	0.025	6.421	6.453	8
task_325	0.025	5.424	5.483	2
task_326	0.025	5.564	5.581	5
task_327	0.025	5.615	5.640	7
task_328	0.025	5.494	5.530	3
task_329	0.025	5.617	5.637	6
task_330	0.025	5.665	5.690	9
task_331	0.025	5.737	5.757	2
task_332	0.025	5.714	5.739	3
task_333	0.025	6.271	6.294	7
task_334	0.025	6.169	6.178	0
task_335	0.025	6.071	6.081	5
task_336	0.025	6.235	6.246	5
task_337	0.025	6.402	6.429	9
task_338	0.025	6.988	7.001	5
task_339	0.025	7.053	7.071	5
task_340	0.025	7.216	7.224	5
task_341	0.025	5.765	5.790	8
task_342	0.025	5.733	5.758	5
task_343	0.025	5.895	5.909	8
task_344	0.025	5.874	5.901	5
task_345	0.025	6.243	6.257	0
task_346	0.025	6.084	6.097	1
task_347	0.025	6.842	6.871	1
task_348	0.025	7.020	7.038	1
task_349	0.025	6.094	6.114	3
task_350	0.025	6.357	6.404	4
task_351	0.025	6.500	6.513	3
task_352	0.025	6.937	6.958	3
task_353	0.025	7.079	7.089	3
task_354	0.025	6.929	6.945	4
task_355	0.025	6.182	6.201	8
task_356	0.025	6.319	6.335	8
task_357	0.025	6.543	6.566	9
task_358	0.025	7.105	7.123	8
task_359	0.025	6.264	6.295	1
task_360	0.025	6.341	6.395	2
task_361	0.025	6.441	6.452	4
task_362	0.025	6.105	6.123	6
task_363	0.025	6.382	6.402	1
task_364	0.025	6.482	6.490	2
task_365	0.025	6.545	6.576	4
task_366	0.025	6.738	6.762	7
task_367	0.025	6.694	6.707	2
task_368	0.025	6.579	6.600	1
task_369	0.025	6.784	6.813	2
task_370	0.025	6.761	6.777	1
task_371	0.025	6.735	6.751	4
task_372	0.025	6.288	6.306	3
task_373	0.025	6.530	6.553	5
task_374	0.025	6.608	6.630	3
task_375	0.025	6.715	6.737	5
task_376	0.025	6.681	6.695	3
task_377	0.025	6.748	6.769	0
task_378	0.025	6.851	6.871	5
task_379	0.025	6.551	6.577	6
task_380	0.025	6.815	6.841	0
task_381	0.025	7.018	7.039	6
task_382	0.025	6.650	6.658	4
task_383	0.025	6.597	6.609	8
task_384	0.025	6.814	6.829	7
task_385	0.025	6.881	6.899	7
task_386	0.025	6.967	6.988	8
task_387	0.025	7.198	7.213	7
task_388	0.025	7.188	7.200	8
task_389	0.025	6.953	6.968	9
task_390	0.025	7.057	7.077	9
task_391	0.025	6.707	6.731	6
task_392	0.025	7.157	7.174	9
task_393	0.025	7.064	7.085	4
task_394	0.025	7.031	7.041	2
task_395	0.025	6.708	6.730	8
task_396	0.025	6.926	6.941	0
task_397	0.025	7.010	7.029	7
task_398	0.025	7.043	7.070	0
task_399	0.025	7.101	7.110	7