{
  "config": {
    "vocab": 151936,
    "dim": 512,
    "n_blocks": 8,
    "n_heads": 8,
    "seq": 512,
    "mlp_mult": 4
  },
  "batch": 8,
  "budget_seconds": 900.0,
  "device": "cuda",
  "gpu": "NVIDIA A10G",
  "bytes": {
    "activation_bytes_per_seam": 4194304,
    "seams": 7,
    "e2e_per_step": 58720256,
    "local_per_step": 29360128,
    "e2e_allreduce_per_step": 723175424,
    "e2e_allreduce_non_embed": 100845568,
    "params": 180793856,
    "params_non_embed": 25211392,
    "embed_share": 0.861
  },
  "arms": {
    "e2e": {
      "arm": "e2e",
      "steps": 3646,
      "tokens": 14934016,
      "elapsed_s": 900.2,
      "tokens_per_s": 16590.1,
      "final_loss": 5.7532,
      "final_ppl": 315.2,
      "peak_vram_bytes": 10818756096,
      "loss_curve": [
        12.1015,
        7.3661,
        7.2823,
        6.9702,
        6.9877,
        6.953,
        7.0605,
        6.0412,
        6.0146,
        6.5519,
        6.0098,
        6.4056,
        6.7533,
        6.3418,
        6.0052,
        6.7302,
        6.7249,
        6.5293,
        6.0623,
        6.1363,
        6.1294,
        6.4312,
        6.1442,
        5.9788,
        5.4704,
        6.1158,
        5.7893,
        6.1394,
        6.0602,
        5.8801,
        5.421,
        6.351,
        5.7457,
        6.02,
        6.1435,
        6.1883,
        5.8611,
        5.7241,
        5.9388,
        5.5995,
        5.5258
      ]
    },
    "local": {
      "arm": "local",
      "steps": 4948,
      "tokens": 20267008,
      "elapsed_s": 900.1,
      "tokens_per_s": 22517.2,
      "final_loss": 6.2395,
      "final_ppl": 512.61,
      "peak_vram_bytes": 9199918592,
      "loss_curve": [
        12.1015,
        7.6114,
        7.7959,
        7.048,
        7.7449,
        7.1234,
        7.253,
        6.7096,
        6.9604,
        6.7595,
        6.8682,
        7.0275,
        6.938,
        7.0964,
        6.0992,
        6.8384,
        6.1427,
        6.5946,
        7.1825,
        6.8068,
        6.3926,
        6.6075,
        6.4978,
        6.3136,
        6.125,
        6.9404,
        6.3532,
        6.775,
        5.9919,
        6.0535,
        6.2869,
        6.0483,
        6.3211,
        5.9085,
        6.3785,
        6.2376,
        6.4994,
        6.4577,
        6.5372,
        6.2984,
        6.1958
      ]
    }
  },
  "traffic_ratio_e2e_over_local": 26.6
}