Qwen3.6-35B-A3B-GGUF / kld_data /aes_sedai /Qwen3.6-35B-A3B-IQ4_XS.md
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Qwen3.6-35B-A3B-IQ4_XS (aes_sedai)

/home/jarvis/development/llama.cpp/build/bin/llama-perplexity --threads 48 --flash-attn on --file /mnt/srv/host/resources/KLD/wiki.test.raw --kl-divergence-base /mnt/srv/snowdrift/ref-logits/Qwen3.6-35B-A3B-BF16-512ctx-wiki.test.raw.bin --kl-divergence --batch-size 8192 --ubatch-size 8192 --model /mnt/srv/snowdrift/gguf/Qwen3.6-35B-A3B-GGUF/aes_sedai/Qwen3.6-35B-A3B-IQ4_XS.gguf
ggml_cuda_init: found 8 CUDA devices (Total VRAM: 778000 MiB):
  Device 0: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 1: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 2: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 3: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 4: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 5: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 6: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
  Device 7: NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, compute capability 12.0, VMM: yes, VRAM: 97250 MiB
common_init_result: fitting params to device memory, for bugs during this step try to reproduce them with -fit off, or provide --verbose logs if the bug only occurs with -fit on
llama_params_fit_impl: projected memory use with initial parameters [MiB]:
llama_params_fit_impl:   - CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   3967 used,  92552 free vs. target of   1024
llama_params_fit_impl:   - CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   3754 used,  92799 free vs. target of   1024
llama_params_fit_impl:   - CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   3730 used,  92855 free vs. target of   1024
llama_params_fit_impl:   - CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   3754 used,  92799 free vs. target of   1024
llama_params_fit_impl:   - CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   3754 used,  92799 free vs. target of   1024
llama_params_fit_impl:   - CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   3754 used,  92799 free vs. target of   1024
llama_params_fit_impl:   - CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,   3730 used,  92855 free vs. target of   1024
llama_params_fit_impl:   - CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition):  97250 total,  10704 used,  85881 free vs. target of   1024
llama_params_fit_impl: projected to use 37150 MiB of device memory vs. 772493 MiB of free device memory
llama_params_fit_impl: targets for free memory can be met on all devices, no changes needed
llama_params_fit: successfully fit params to free device memory
llama_params_fit: fitting params to free memory took 1.10 seconds
llama_model_load_from_file_impl: using device CUDA0 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:01:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA1 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:02:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA2 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:03:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA3 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:04:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA4 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:05:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA5 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:06:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA6 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:07:00.0) - 96687 MiB free
llama_model_load_from_file_impl: using device CUDA7 (NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition) (0000:08:00.0) - 96687 MiB free
llama_model_loader: loaded meta data with 52 key-value pairs and 733 tensors from /mnt/srv/snowdrift/gguf/Qwen3.6-35B-A3B-GGUF/aes_sedai/Qwen3.6-35B-A3B-IQ4_XS.gguf (version GGUF V3 (latest))
llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
llama_model_loader: - kv   0:                       general.architecture str              = qwen35moe
llama_model_loader: - kv   1:                               general.type str              = model
llama_model_loader: - kv   2:                     general.sampling.top_k i32              = 20
llama_model_loader: - kv   3:                     general.sampling.top_p f32              = 0.950000
llama_model_loader: - kv   4:                      general.sampling.temp f32              = 1.000000
llama_model_loader: - kv   5:                               general.name str              = Qwen3.6 35B A3B
llama_model_loader: - kv   6:                           general.basename str              = Qwen3.6
llama_model_loader: - kv   7:                         general.size_label str              = 35B-A3B
llama_model_loader: - kv   8:                            general.license str              = apache-2.0
llama_model_loader: - kv   9:                       general.license.link str              = https://huggingface.co/Qwen/Qwen3.6-3...
llama_model_loader: - kv  10:                               general.tags arr[str,1]       = ["image-text-to-text"]
llama_model_loader: - kv  11:                      qwen35moe.block_count u32              = 40
llama_model_loader: - kv  12:                   qwen35moe.context_length u32              = 262144
llama_model_loader: - kv  13:                 qwen35moe.embedding_length u32              = 2048
llama_model_loader: - kv  14:             qwen35moe.attention.head_count u32              = 16
llama_model_loader: - kv  15:          qwen35moe.attention.head_count_kv u32              = 2
llama_model_loader: - kv  16:          qwen35moe.rope.dimension_sections arr[i32,4]       = [11, 11, 10, 0]
llama_model_loader: - kv  17:                   qwen35moe.rope.freq_base f32              = 10000000.000000
llama_model_loader: - kv  18: qwen35moe.attention.layer_norm_rms_epsilon f32              = 0.000001
llama_model_loader: - kv  19:                     qwen35moe.expert_count u32              = 256
llama_model_loader: - kv  20:                qwen35moe.expert_used_count u32              = 8
llama_model_loader: - kv  21:             qwen35moe.attention.key_length u32              = 256
llama_model_loader: - kv  22:           qwen35moe.attention.value_length u32              = 256
llama_model_loader: - kv  23:       qwen35moe.expert_feed_forward_length u32              = 512
llama_model_loader: - kv  24: qwen35moe.expert_shared_feed_forward_length u32              = 512
llama_model_loader: - kv  25:                  qwen35moe.ssm.conv_kernel u32              = 4
llama_model_loader: - kv  26:                   qwen35moe.ssm.state_size u32              = 128
llama_model_loader: - kv  27:                  qwen35moe.ssm.group_count u32              = 16
llama_model_loader: - kv  28:               qwen35moe.ssm.time_step_rank u32              = 32
llama_model_loader: - kv  29:                   qwen35moe.ssm.inner_size u32              = 4096
llama_model_loader: - kv  30:          qwen35moe.full_attention_interval u32              = 4
llama_model_loader: - kv  31:             qwen35moe.rope.dimension_count u32              = 64
llama_model_loader: - kv  32:                       tokenizer.ggml.model str              = gpt2
llama_model_loader: - kv  33:                         tokenizer.ggml.pre str              = qwen35
llama_model_loader: - kv  34:                      tokenizer.ggml.tokens arr[str,248320]  = ["!", "\"", "#", "$", "%", "&", "'", ...
llama_model_loader: - kv  35:                  tokenizer.ggml.token_type arr[i32,248320]  = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
llama_model_loader: - kv  36:                      tokenizer.ggml.merges arr[str,247587]  = ["Ġ Ġ", "ĠĠ ĠĠ", "i n", "Ġ t",...
llama_model_loader: - kv  37:                tokenizer.ggml.eos_token_id u32              = 248046
llama_model_loader: - kv  38:            tokenizer.ggml.padding_token_id u32              = 248044
llama_model_loader: - kv  39:                tokenizer.ggml.bos_token_id u32              = 248044
llama_model_loader: - kv  40:               tokenizer.ggml.add_bos_token bool             = false
llama_model_loader: - kv  41:                    tokenizer.chat_template str              = {%- set image_count = namespace(value...
llama_model_loader: - kv  42:               general.quantization_version u32              = 2
llama_model_loader: - kv  43:                          general.file_type u32              = 7
llama_model_loader: - kv  44:               MoE_Quantization.ffn_up_exps str              = IQ3_S
llama_model_loader: - kv  45:             MoE_Quantization.ffn_gate_exps str              = IQ3_S
llama_model_loader: - kv  46:             MoE_Quantization.ffn_down_exps str              = IQ4_XS
llama_model_loader: - kv  47:              MoE_Quantization.type_default str              = Q8_0
llama_model_loader: - kv  48:                      quantize.imatrix.file str              = /mnt/srv/snowdrift/fp16/Qwen3.6-35B-A...
llama_model_loader: - kv  49:                   quantize.imatrix.dataset str              = /mnt/srv/host/resources/KLD/combined_...
llama_model_loader: - kv  50:             quantize.imatrix.entries_count u32              = 510
llama_model_loader: - kv  51:              quantize.imatrix.chunks_count u32              = 148
llama_model_loader: - type  f32:  331 tensors
llama_model_loader: - type q8_0:  282 tensors
llama_model_loader: - type iq3_s:   80 tensors
llama_model_loader: - type iq4_xs:   40 tensors
print_info: file format = GGUF V3 (latest)
print_info: file type   = Q8_0
print_info: file size   = 16.40 GiB (4.06 BPW) 
load: 0 unused tokens
load: printing all EOG tokens:
load:   - 248044 ('<|endoftext|>')
load:   - 248046 ('<|im_end|>')
load:   - 248063 ('<|fim_pad|>')
load:   - 248064 ('<|repo_name|>')
load:   - 248065 ('<|file_sep|>')
load: special tokens cache size = 33
load: token to piece cache size = 1.7581 MB
print_info: arch                  = qwen35moe
print_info: vocab_only            = 0
print_info: no_alloc              = 0
print_info: n_ctx_train           = 262144
print_info: n_embd                = 2048
print_info: n_embd_inp            = 2048
print_info: n_layer               = 40
print_info: n_head                = 16
print_info: n_head_kv             = 2
print_info: n_rot                 = 64
print_info: n_swa                 = 0
print_info: is_swa_any            = 0
print_info: n_embd_head_k         = 256
print_info: n_embd_head_v         = 256
print_info: n_gqa                 = 8
print_info: n_embd_k_gqa          = 512
print_info: n_embd_v_gqa          = 512
print_info: f_norm_eps            = 0.0e+00
print_info: f_norm_rms_eps        = 1.0e-06
print_info: f_clamp_kqv           = 0.0e+00
print_info: f_max_alibi_bias      = 0.0e+00
print_info: f_logit_scale         = 0.0e+00
print_info: f_attn_scale          = 0.0e+00
print_info: n_ff                  = 0
print_info: n_expert              = 256
print_info: n_expert_used         = 8
print_info: n_expert_groups       = 0
print_info: n_group_used          = 0
print_info: causal attn           = 1
print_info: pooling type          = -1
print_info: rope type             = 40
print_info: rope scaling          = linear
print_info: freq_base_train       = 10000000.0
print_info: freq_scale_train      = 1
print_info: n_ctx_orig_yarn       = 262144
print_info: rope_yarn_log_mul     = 0.0000
print_info: rope_finetuned        = unknown
print_info: mrope sections        = [11, 11, 10, 0]
print_info: ssm_d_conv            = 4
print_info: ssm_d_inner           = 4096
print_info: ssm_d_state           = 128
print_info: ssm_dt_rank           = 32
print_info: ssm_n_group           = 16
print_info: ssm_dt_b_c_rms        = 0
print_info: model type            = 35B.A3B
print_info: model params          = 34.66 B
print_info: general.name          = Qwen3.6 35B A3B
print_info: vocab type            = BPE
print_info: n_vocab               = 248320
print_info: n_merges              = 247587
print_info: BOS token             = 248044 '<|endoftext|>'
print_info: EOS token             = 248046 '<|im_end|>'
print_info: EOT token             = 248046 '<|im_end|>'
print_info: PAD token             = 248044 '<|endoftext|>'
print_info: LF token              = 198 'Ċ'
print_info: FIM PRE token         = 248060 '<|fim_prefix|>'
print_info: FIM SUF token         = 248062 '<|fim_suffix|>'
print_info: FIM MID token         = 248061 '<|fim_middle|>'
print_info: FIM PAD token         = 248063 '<|fim_pad|>'
print_info: FIM REP token         = 248064 '<|repo_name|>'
print_info: FIM SEP token         = 248065 '<|file_sep|>'
print_info: EOG token             = 248044 '<|endoftext|>'
print_info: EOG token             = 248046 '<|im_end|>'
print_info: EOG token             = 248063 '<|fim_pad|>'
print_info: EOG token             = 248064 '<|repo_name|>'
print_info: EOG token             = 248065 '<|file_sep|>'
print_info: max token length      = 256
load_tensors: loading model tensors, this can take a while... (mmap = true, direct_io = false)
load_tensors: offloading output layer to GPU
load_tensors: offloading 39 repeating layers to GPU
load_tensors: offloaded 41/41 layers to GPU
load_tensors:   CPU_Mapped model buffer size =   515.31 MiB
load_tensors:        CUDA0 model buffer size =  2367.10 MiB
load_tensors:        CUDA1 model buffer size =  1971.45 MiB
load_tensors:        CUDA2 model buffer size =  1964.64 MiB
load_tensors:        CUDA3 model buffer size =  1971.45 MiB
load_tensors:        CUDA4 model buffer size =  1971.45 MiB
load_tensors:        CUDA5 model buffer size =  1971.45 MiB
load_tensors:        CUDA6 model buffer size =  1964.64 MiB
load_tensors:        CUDA7 model buffer size =  2091.12 MiB
................................................................................................
common_init_result: added <|endoftext|> logit bias = -inf
common_init_result: added <|im_end|> logit bias = -inf
common_init_result: added <|fim_pad|> logit bias = -inf
common_init_result: added <|repo_name|> logit bias = -inf
common_init_result: added <|file_sep|> logit bias = -inf
llama_context: constructing llama_context
llama_context: n_seq_max     = 16
llama_context: n_ctx         = 8192
llama_context: n_ctx_seq     = 512
llama_context: n_batch       = 8192
llama_context: n_ubatch      = 8192
llama_context: causal_attn   = 1
llama_context: flash_attn    = enabled
llama_context: kv_unified    = false
llama_context: freq_base     = 10000000.0
llama_context: freq_scale    = 1
llama_context: n_ctx_seq (512) < n_ctx_train (262144) -- the full capacity of the model will not be utilized
llama_context:  CUDA_Host  output buffer size =    15.16 MiB
llama_kv_cache:      CUDA0 KV buffer size =    16.00 MiB
llama_kv_cache:      CUDA1 KV buffer size =    16.00 MiB
llama_kv_cache:      CUDA2 KV buffer size =    32.00 MiB
llama_kv_cache:      CUDA3 KV buffer size =    16.00 MiB
llama_kv_cache:      CUDA4 KV buffer size =    16.00 MiB
llama_kv_cache:      CUDA5 KV buffer size =    16.00 MiB
llama_kv_cache:      CUDA6 KV buffer size =    32.00 MiB
llama_kv_cache:      CUDA7 KV buffer size =    16.00 MiB
llama_kv_cache: size =  160.00 MiB (   512 cells,  10 layers, 16/16 seqs), K (f16):   80.00 MiB, V (f16):   80.00 MiB
llama_kv_cache: attn_rot_k = 0, n_embd_head_k_all = 256
llama_kv_cache: attn_rot_v = 0, n_embd_head_k_all = 256
llama_memory_recurrent:      CUDA0 RS buffer size =   167.50 MiB
llama_memory_recurrent:      CUDA1 RS buffer size =   134.00 MiB
llama_memory_recurrent:      CUDA2 RS buffer size =   100.50 MiB
llama_memory_recurrent:      CUDA3 RS buffer size =   134.00 MiB
llama_memory_recurrent:      CUDA4 RS buffer size =   134.00 MiB
llama_memory_recurrent:      CUDA5 RS buffer size =   134.00 MiB
llama_memory_recurrent:      CUDA6 RS buffer size =   100.50 MiB
llama_memory_recurrent:      CUDA7 RS buffer size =   100.50 MiB
llama_memory_recurrent: size = 1005.00 MiB (    16 cells,  40 layers, 16 seqs), R (f32):   45.00 MiB, S (f32):  960.00 MiB
llama_context: pipeline parallelism enabled
sched_reserve: reserving ...
sched_reserve: resolving fused Gated Delta Net support:
sched_reserve: fused Gated Delta Net (autoregressive) enabled
sched_reserve: fused Gated Delta Net (chunked) enabled
sched_reserve:      CUDA0 compute buffer size =  1417.00 MiB
sched_reserve:      CUDA1 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA2 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA3 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA4 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA5 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA6 compute buffer size =  1377.00 MiB
sched_reserve:      CUDA7 compute buffer size =  8241.13 MiB
sched_reserve:  CUDA_Host compute buffer size =   193.25 MiB
sched_reserve: graph nodes  = 3749
sched_reserve: graph splits = 9
sched_reserve: reserve took 141.64 ms, sched copies = 4
common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)

system_info: n_threads = 48 (n_threads_batch = 48) / 56 | CUDA : ARCHS = 1200 | USE_GRAPHS = 1 | PEER_MAX_BATCH_SIZE = 128 | BLACKWELL_NATIVE_FP4 = 1 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX_VNNI = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | BMI2 = 1 | AVX512 = 1 | AVX512_VBMI = 1 | AVX512_VNNI = 1 | AVX512_BF16 = 1 | LLAMAFILE = 1 | OPENMP = 1 | REPACK = 1 | 
kl_divergence: computing over 580 chunks, n_ctx=512, batch_size=8192, n_seq=16
kl_divergence: 1.91 seconds per pass - ETA 1.15 minutes

chunk             PPL               ln(PPL(Q)/PPL(base))          KL Divergence              Δp RMS            Same top p
   1       4.0010 ±    0.5398      -0.01883 ±    0.01535       0.02316 ±    0.00457     5.989 ±  1.343 %    96.863 ±  1.094 %
   2       5.8025 ±    0.6636      -0.00121 ±    0.01036       0.02236 ±    0.00263     4.790 ±  0.859 %    95.490 ±  0.920 %
   3       5.2411 ±    0.4851       0.01525 ±    0.01352       0.05050 ±    0.00638     6.652 ±  0.728 %    94.379 ±  0.833 %
   4       5.2336 ±    0.4014       0.01757 ±    0.01157       0.04857 ±    0.00496     6.306 ±  0.591 %    92.745 ±  0.813 %
   5       5.3483 ±    0.3586       0.01453 ±    0.01019       0.04629 ±    0.00404     6.083 ±  0.500 %    92.314 ±  0.746 %
   6       5.5545 ±    0.3399       0.01934 ±    0.00911       0.04396 ±    0.00340     5.829 ±  0.438 %    92.026 ±  0.693 %
   7       5.7924 ±    0.3294       0.01748 ±    0.00825       0.04225 ±    0.00294     5.608 ±  0.392 %    91.765 ±  0.651 %
   8       6.3152 ±    0.3455       0.01778 ±    0.00744       0.04031 ±    0.00259     5.398 ±  0.358 %    91.765 ±  0.609 %
   9       6.8034 ±    0.3558       0.01902 ±    0.00688       0.03830 ±    0.00232     5.189 ±  0.332 %    91.852 ±  0.571 %
  10       7.1968 ±    0.3585       0.01962 ±    0.00642       0.03713 ±    0.00210     5.041 ±  0.310 %    91.686 ±  0.547 %
  11       7.1267 ±    0.3344       0.02069 ±    0.00618       0.03691 ±    0.00197     4.979 ±  0.287 %    91.551 ±  0.525 %
  12       7.2296 ±    0.3273       0.01904 ±    0.00595       0.03642 ±    0.00185     4.960 ±  0.270 %    91.601 ±  0.501 %
  13       7.6764 ±    0.3414       0.02342 ±    0.00567       0.03553 ±    0.00174     4.843 ±  0.256 %    91.855 ±  0.475 %
  14       7.2545 ±    0.3073       0.02430 ±    0.00541       0.03483 ±    0.00164     4.835 ±  0.244 %    92.045 ±  0.453 %
  15       7.1942 ±    0.2925       0.02166 ±    0.00513       0.03444 ±    0.00161     4.943 ±  0.257 %    92.052 ±  0.437 %
  16       7.2282 ±    0.2854       0.02175 ±    0.00489       0.03370 ±    0.00152     4.913 ±  0.245 %    92.157 ±  0.421 %
  17       6.8349 ±    0.2585       0.02177 ±    0.00464       0.03248 ±    0.00143     4.829 ±  0.234 %    92.272 ±  0.406 %
  18       6.8909 ±    0.2535       0.02157 ±    0.00448       0.03211 ±    0.00136     4.761 ±  0.225 %    92.353 ±  0.392 %
  19       6.8200 ±    0.2447       0.02184 ±    0.00432       0.03178 ±    0.00131     4.834 ±  0.232 %    92.425 ±  0.380 %
  20       6.7300 ±    0.2333       0.01985 ±    0.00425       0.03246 ±    0.00127     4.875 ±  0.222 %    92.353 ±  0.372 %
  21       6.5459 ±    0.2204       0.01857 ±    0.00414       0.03236 ±    0.00122     4.928 ±  0.215 %    92.474 ±  0.361 %
  22       6.4835 ±    0.2133       0.01754 ±    0.00406       0.03236 ±    0.00118     4.911 ±  0.206 %    92.478 ±  0.352 %
  23       6.2600 ±    0.1999       0.01839 ±    0.00404       0.03423 ±    0.00148     5.181 ±  0.226 %    92.464 ±  0.345 %
  24       6.0114 ±    0.1866       0.02034 ±    0.00424       0.03521 ±    0.00204     5.292 ±  0.237 %    92.565 ±  0.335 %
  25       5.8879 ±    0.1783       0.02084 ±    0.00419       0.03552 ±    0.00197     5.385 ±  0.229 %    92.580 ±  0.328 %
  26       5.7588 ±    0.1697       0.02085 ±    0.00412       0.03537 ±    0.00190     5.409 ±  0.221 %    92.670 ±  0.320 %
  27       5.6720 ±    0.1632       0.02211 ±    0.00402       0.03522 ±    0.00183     5.434 ±  0.214 %    92.665 ±  0.314 %
  28       5.6086 ±    0.1580       0.02128 ±    0.00392       0.03485 ±    0.00177     5.382 ±  0.208 %    92.773 ±  0.306 %
  29       5.6214 ±    0.1557       0.02139 ±    0.00382       0.03446 ±    0.00171     5.343 ±  0.203 %    92.792 ±  0.301 %
  30       5.5817 ±    0.1515       0.02017 ±    0.00376       0.03425 ±    0.00166     5.340 ±  0.197 %    92.876 ±  0.294 %
  31       5.5484 ±    0.1478       0.01983 ±    0.00366       0.03401 ±    0.00161     5.308 ±  0.192 %    92.815 ±  0.290 %
  32       5.5806 ±    0.1469       0.02021 ±    0.00364       0.03419 ±    0.00158     5.286 ±  0.187 %    92.868 ±  0.285 %
  33       5.5706 ±    0.1444       0.02013 ±    0.00356       0.03407 ±    0.00154     5.304 ±  0.184 %    92.799 ±  0.282 %
  34       5.6202 ±    0.1442       0.02022 ±    0.00351       0.03405 ±    0.00150     5.271 ±  0.180 %    92.814 ±  0.277 %
  35       5.7042 ±    0.1445       0.02078 ±    0.00346       0.03417 ±    0.00146     5.253 ±  0.176 %    92.650 ±  0.276 %
  36       5.8265 ±    0.1461       0.02038 ±    0.00345       0.03476 ±    0.00146     5.270 ±  0.172 %    92.614 ±  0.273 %
  37       5.8957 ±    0.1458       0.02040 ±    0.00340       0.03476 ±    0.00142     5.267 ±  0.169 %    92.507 ±  0.271 %
  38       5.8760 ±    0.1433       0.02009 ±    0.00335       0.03465 ±    0.00139     5.265 ±  0.166 %    92.508 ±  0.267 %
  39       5.8983 ±    0.1423       0.02008 ±    0.00329       0.03444 ±    0.00136     5.255 ±  0.163 %    92.428 ±  0.265 %
  40       5.9456 ±    0.1425       0.02038 ±    0.00325       0.03422 ±    0.00133     5.222 ±  0.160 %    92.461 ±  0.261 %
  41       5.9690 ±    0.1416       0.02133 ±    0.00320       0.03395 ±    0.00130     5.191 ±  0.157 %    92.492 ±  0.258 %
  42       6.0194 ±    0.1412       0.02155 ±    0.00315       0.03375 ±    0.00127     5.175 ±  0.154 %    92.493 ±  0.255 %
  43       6.0152 ±    0.1394       0.02106 ±    0.00309       0.03344 ±    0.00124     5.149 ±  0.151 %    92.458 ±  0.252 %
  44       5.9965 ±    0.1370       0.02045 ±    0.00303       0.03315 ±    0.00121     5.120 ±  0.149 %    92.487 ±  0.249 %
  45       6.0574 ±    0.1374       0.02070 ±    0.00298       0.03300 ±    0.00119     5.102 ±  0.147 %    92.453 ±  0.247 %
  46       6.0218 ±    0.1347       0.02000 ±    0.00295       0.03303 ±    0.00119     5.163 ±  0.160 %    92.447 ±  0.244 %
  47       6.1300 ±    0.1364       0.01970 ±    0.00290       0.03293 ±    0.00117     5.140 ±  0.158 %    92.416 ±  0.242 %
  48       6.1767 ±    0.1360       0.01898 ±    0.00286       0.03262 ±    0.00114     5.107 ±  0.155 %    92.394 ±  0.240 %
  49       6.1417 ±    0.1336       0.01879 ±    0.00281       0.03249 ±    0.00112     5.122 ±  0.155 %    92.429 ±  0.237 %
  50       6.1634 ±    0.1328       0.01974 ±    0.00280       0.03294 ±    0.00111     5.131 ±  0.152 %    92.369 ±  0.235 %
  51       6.1559 ±    0.1311       0.01942 ±    0.00277       0.03291 ±    0.00109     5.139 ±  0.149 %    92.364 ±  0.233 %
  52       6.2034 ±    0.1312       0.01928 ±    0.00274       0.03304 ±    0.00107     5.171 ±  0.149 %    92.398 ±  0.230 %
  53       6.2515 ±    0.1309       0.01889 ±    0.00271       0.03277 ±    0.00105     5.134 ±  0.147 %    92.416 ±  0.228 %
  54       6.2738 ±    0.1301       0.01908 ±    0.00267       0.03259 ±    0.00103     5.117 ±  0.145 %    92.440 ±  0.225 %
  55       6.2860 ±    0.1292       0.01870 ±    0.00263       0.03235 ±    0.00102     5.087 ±  0.144 %    92.478 ±  0.223 %
  56       6.3065 ±    0.1287       0.01843 ±    0.00261       0.03239 ±    0.00101     5.076 ±  0.142 %    92.514 ±  0.220 %
  57       6.3147 ±    0.1277       0.01813 ±    0.00258       0.03249 ±    0.00099     5.090 ±  0.140 %    92.521 ±  0.218 %
  58       6.3230 ±    0.1265       0.01809 ±    0.00256       0.03240 ±    0.00098     5.097 ±  0.139 %    92.549 ±  0.216 %
  59       6.3248 ±    0.1254       0.01825 ±    0.00253       0.03243 ±    0.00097     5.088 ±  0.138 %    92.542 ±  0.214 %
  60       6.3565 ±    0.1252       0.01833 ±    0.00251       0.03242 ±    0.00096     5.078 ±  0.136 %    92.556 ±  0.212 %
  61       6.3888 ±    0.1251       0.01816 ±    0.00249       0.03253 ±    0.00094     5.079 ±  0.134 %    92.523 ±  0.211 %
  62       6.4490 ±    0.1254       0.01882 ±    0.00247       0.03243 ±    0.00093     5.062 ±  0.133 %    92.549 ±  0.209 %
  63       6.4932 ±    0.1254       0.01828 ±    0.00244       0.03238 ±    0.00092     5.047 ±  0.131 %    92.530 ±  0.207 %
  64       6.5423 ±    0.1254       0.01849 ±    0.00241       0.03222 ±    0.00090     5.030 ±  0.130 %    92.512 ±  0.206 %
  65       6.5994 ±    0.1257       0.01789 ±    0.00239       0.03209 ±    0.00089     5.006 ±  0.129 %    92.507 ±  0.205 %
  66       6.6292 ±    0.1254       0.01821 ±    0.00237       0.03213 ±    0.00088     5.019 ±  0.127 %    92.460 ±  0.204 %
  67       6.6969 ±    0.1262       0.01831 ±    0.00236       0.03208 ±    0.00087     5.019 ±  0.126 %    92.473 ±  0.202 %
  68       6.7266 ±    0.1259       0.01807 ±    0.00233       0.03200 ±    0.00086     5.004 ±  0.125 %    92.480 ±  0.200 %
  69       6.7370 ±    0.1250       0.01759 ±    0.00231       0.03183 ±    0.00085     4.985 ±  0.123 %    92.475 ±  0.199 %
  70       6.7025 ±    0.1233       0.01752 ±    0.00229       0.03182 ±    0.00083     5.000 ±  0.122 %    92.443 ±  0.198 %
  71       6.7503 ±    0.1233       0.01768 ±    0.00227       0.03177 ±    0.00082     4.984 ±  0.120 %    92.444 ±  0.196 %
  72       6.7643 ±    0.1226       0.01755 ±    0.00226       0.03160 ±    0.00081     4.962 ±  0.119 %    92.451 ±  0.195 %
  73       6.7979 ±    0.1225       0.01795 ±    0.00223       0.03165 ±    0.00080     4.953 ±  0.118 %    92.436 ±  0.194 %
  74       6.7929 ±    0.1216       0.01759 ±    0.00221       0.03155 ±    0.00079     4.956 ±  0.117 %    92.459 ±  0.192 %
  75       6.7810 ±    0.1207       0.01761 ±    0.00219       0.03148 ±    0.00079     4.952 ±  0.117 %    92.502 ±  0.190 %
  76       6.7769 ±    0.1200       0.01768 ±    0.00217       0.03144 ±    0.00078     4.969 ±  0.116 %    92.518 ±  0.189 %
  77       6.8165 ±    0.1202       0.01798 ±    0.00215       0.03139 ±    0.00077     4.953 ±  0.115 %    92.534 ±  0.188 %
  78       6.8290 ±    0.1202       0.01814 ±    0.00214       0.03134 ±    0.00076     4.938 ±  0.114 %    92.559 ±  0.186 %
  79       6.7172 ±    0.1174       0.01898 ±    0.00215       0.03207 ±    0.00077     5.112 ±  0.118 %    92.579 ±  0.185 %
  80       6.6694 ±    0.1156       0.01967 ±    0.00215       0.03284 ±    0.00077     5.207 ±  0.117 %    92.515 ±  0.184 %
  81       6.6469 ±    0.1144       0.01960 ±    0.00213       0.03286 ±    0.00076     5.219 ±  0.116 %    92.515 ±  0.183 %
  82       6.6594 ±    0.1139       0.01953 ±    0.00212       0.03291 ±    0.00076     5.222 ±  0.115 %    92.530 ±  0.182 %
  83       6.6711 ±    0.1134       0.01969 ±    0.00211       0.03286 ±    0.00075     5.205 ±  0.114 %    92.525 ±  0.181 %
  84       6.6681 ±    0.1125       0.01962 ±    0.00209       0.03275 ±    0.00074     5.190 ±  0.113 %    92.563 ±  0.179 %
  85       6.6854 ±    0.1122       0.01950 ±    0.00208       0.03279 ±    0.00074     5.185 ±  0.112 %    92.554 ±  0.178 %
  86       6.7229 ±    0.1123       0.01985 ±    0.00206       0.03277 ±    0.00073     5.178 ±  0.112 %    92.563 ±  0.177 %
  87       6.7264 ±    0.1117       0.01980 ±    0.00205       0.03264 ±    0.00072     5.161 ±  0.111 %    92.585 ±  0.176 %
  88       6.7372 ±    0.1114       0.01969 ±    0.00203       0.03263 ±    0.00072     5.153 ±  0.110 %    92.589 ±  0.175 %
  89       6.7096 ±    0.1102       0.01954 ±    0.00202       0.03259 ±    0.00071     5.160 ±  0.109 %    92.571 ±  0.174 %
  90       6.6972 ±    0.1093       0.01964 ±    0.00201       0.03269 ±    0.00072     5.195 ±  0.112 %    92.553 ±  0.173 %
  91       6.6958 ±    0.1085       0.01945 ±    0.00199       0.03252 ±    0.00071     5.176 ±  0.112 %    92.540 ±  0.172 %
  92       6.6849 ±    0.1077       0.01995 ±    0.00198       0.03246 ±    0.00071     5.165 ±  0.111 %    92.549 ±  0.171 %
  93       6.7120 ±    0.1076       0.01990 ±    0.00196       0.03238 ±    0.00070     5.158 ±  0.110 %    92.536 ±  0.171 %
  94       6.7240 ±    0.1073       0.01998 ±    0.00195       0.03238 ±    0.00069     5.146 ±  0.109 %    92.524 ±  0.170 %
  95       6.7415 ±    0.1070       0.02014 ±    0.00194       0.03230 ±    0.00069     5.132 ±  0.108 %    92.528 ±  0.169 %
  96       6.7377 ±    0.1063       0.02011 ±    0.00193       0.03228 ±    0.00068     5.117 ±  0.107 %    92.508 ±  0.168 %
  97       6.7221 ±    0.1054       0.01998 ±    0.00191       0.03219 ±    0.00067     5.103 ±  0.107 %    92.525 ±  0.167 %
  98       6.7179 ±    0.1047       0.02022 ±    0.00190       0.03215 ±    0.00067     5.094 ±  0.106 %    92.513 ±  0.166 %
  99       6.7228 ±    0.1042       0.02023 ±    0.00189       0.03223 ±    0.00067     5.114 ±  0.107 %    92.517 ±  0.166 %
 100       6.7509 ±    0.1043       0.02043 ±    0.00188       0.03225 ±    0.00066     5.125 ±  0.107 %    92.518 ±  0.165 %
 101       6.7589 ±    0.1039       0.02015 ±    0.00187       0.03221 ±    0.00066     5.115 ±  0.106 %    92.537 ±  0.164 %
 102       6.7575 ±    0.1034       0.02010 ±    0.00186       0.03218 ±    0.00065     5.110 ±  0.105 %    92.534 ±  0.163 %
 103       6.7503 ±    0.1028       0.02007 ±    0.00186       0.03245 ±    0.00066     5.154 ±  0.107 %    92.526 ±  0.162 %
 104       6.7380 ±    0.1022       0.02019 ±    0.00184       0.03237 ±    0.00065     5.154 ±  0.106 %    92.538 ±  0.161 %
 105       6.7417 ±    0.1018       0.02055 ±    0.00184       0.03250 ±    0.00065     5.174 ±  0.107 %    92.512 ±  0.161 %
 106       6.7623 ±    0.1017       0.02058 ±    0.00182       0.03245 ±    0.00064     5.166 ±  0.107 %    92.505 ±  0.160 %
 107       6.7924 ±    0.1018       0.02048 ±    0.00181       0.03252 ±    0.00064     5.161 ±  0.106 %    92.476 ±  0.160 %
 108       6.8468 ±    0.1024       0.02070 ±    0.00181       0.03244 ±    0.00064     5.147 ±  0.106 %    92.495 ±  0.159 %
 109       6.8399 ±    0.1018       0.02103 ±    0.00180       0.03256 ±    0.00064     5.145 ±  0.105 %    92.499 ±  0.158 %
 110       6.8985 ±    0.1024       0.02113 ±    0.00179       0.03248 ±    0.00063     5.129 ±  0.104 %    92.506 ±  0.157 %
 111       6.9297 ±    0.1026       0.02107 ±    0.00178       0.03238 ±    0.00063     5.113 ±  0.104 %    92.510 ±  0.156 %
 112       6.9465 ±    0.1024       0.02113 ±    0.00177       0.03239 ±    0.00062     5.124 ±  0.104 %    92.507 ±  0.156 %
 113       6.9768 ±    0.1027       0.02112 ±    0.00176       0.03232 ±    0.00062     5.113 ±  0.103 %    92.500 ±  0.155 %
 114       7.0225 ±    0.1030       0.02114 ±    0.00175       0.03224 ±    0.00062     5.098 ±  0.103 %    92.497 ±  0.155 %
 115       7.0460 ±    0.1030       0.02087 ±    0.00174       0.03214 ±    0.00061     5.083 ±  0.102 %    92.518 ±  0.154 %
 116       6.9959 ±    0.1018       0.02161 ±    0.00174       0.03288 ±    0.00062     5.232 ±  0.104 %    92.485 ±  0.153 %
 117       6.9901 ±    0.1013       0.02156 ±    0.00173       0.03289 ±    0.00061     5.229 ±  0.104 %    92.465 ±  0.153 %
 118       6.9921 ±    0.1008       0.02147 ±    0.00172       0.03287 ±    0.00061     5.217 ±  0.103 %    92.466 ±  0.152 %
 119       6.9615 ±    0.0999       0.02159 ±    0.00172       0.03283 ±    0.00060     5.214 ±  0.102 %    92.460 ±  0.152 %
 120       6.9673 ±    0.0997       0.02156 ±    0.00171       0.03275 ±    0.00060     5.207 ±  0.102 %    92.461 ±  0.151 %
 121       6.9488 ±    0.0990       0.02156 ±    0.00170       0.03276 ±    0.00060     5.222 ±  0.102 %    92.458 ±  0.150 %
 122       6.9337 ±    0.0983       0.02179 ±    0.00169       0.03270 ±    0.00059     5.214 ±  0.101 %    92.472 ±  0.150 %
 123       6.9215 ±    0.0977       0.02169 ±    0.00168       0.03261 ±    0.00059     5.201 ±  0.100 %    92.495 ±  0.149 %
 124       6.8952 ±    0.0969       0.02176 ±    0.00167       0.03259 ±    0.00058     5.204 ±  0.100 %    92.489 ±  0.148 %
 125       6.8741 ±    0.0961       0.02182 ±    0.00166       0.03256 ±    0.00058     5.198 ±  0.099 %    92.489 ±  0.148 %
 126       6.8516 ±    0.0953       0.02188 ±    0.00166       0.03260 ±    0.00058     5.213 ±  0.099 %    92.496 ±  0.147 %
 127       6.8260 ±    0.0946       0.02162 ±    0.00165       0.03272 ±    0.00058     5.234 ±  0.100 %    92.506 ±  0.146 %
 128       6.7780 ±    0.0934       0.02144 ±    0.00165       0.03274 ±    0.00058     5.261 ±  0.100 %    92.525 ±  0.146 %
 129       6.7464 ±    0.0925       0.02148 ±    0.00164       0.03274 ±    0.00057     5.275 ±  0.100 %    92.534 ±  0.145 %
 130       6.7226 ±    0.0918       0.02155 ±    0.00164       0.03273 ±    0.00057     5.281 ±  0.099 %    92.552 ±  0.144 %
 131       6.6991 ±    0.0910       0.02159 ±    0.00163       0.03272 ±    0.00057     5.282 ±  0.099 %    92.579 ±  0.143 %
 132       6.7118 ±    0.0908       0.02163 ±    0.00162       0.03270 ±    0.00057     5.279 ±  0.098 %    92.567 ±  0.143 %
 133       6.7087 ±    0.0904       0.02146 ±    0.00161       0.03259 ±    0.00056     5.267 ±  0.098 %    92.581 ±  0.142 %
 134       6.7110 ±    0.0900       0.02136 ±    0.00161       0.03253 ±    0.00056     5.262 ±  0.097 %    92.581 ±  0.142 %
 135       6.7187 ±    0.0898       0.02143 ±    0.00160       0.03247 ±    0.00055     5.254 ±  0.097 %    92.566 ±  0.141 %
 136       6.7049 ±    0.0893       0.02141 ±    0.00159       0.03239 ±    0.00055     5.246 ±  0.096 %    92.575 ±  0.141 %
 137       6.6847 ±    0.0886       0.02144 ±    0.00158       0.03236 ±    0.00055     5.250 ±  0.095 %    92.583 ±  0.140 %
 138       6.6863 ±    0.0883       0.02150 ±    0.00158       0.03231 ±    0.00054     5.242 ±  0.095 %    92.592 ±  0.140 %
 139       6.6972 ±    0.0882       0.02136 ±    0.00157       0.03236 ±    0.00054     5.240 ±  0.094 %    92.574 ±  0.139 %
 140       6.6972 ±    0.0878       0.02139 ±    0.00157       0.03231 ±    0.00054     5.231 ±  0.094 %    92.583 ±  0.139 %
 141       6.7102 ±    0.0877       0.02141 ±    0.00156       0.03238 ±    0.00054     5.238 ±  0.094 %    92.568 ±  0.138 %
 142       6.7217 ±    0.0876       0.02124 ±    0.00155       0.03229 ±    0.00053     5.227 ±  0.093 %    92.577 ±  0.138 %
 143       6.7203 ±    0.0872       0.02150 ±    0.00155       0.03231 ±    0.00053     5.238 ±  0.094 %    92.563 ±  0.137 %
 144       6.7273 ±    0.0870       0.02150 ±    0.00154       0.03222 ±    0.00053     5.228 ±  0.093 %    92.584 ±  0.137 %
 145       6.7012 ±    0.0863       0.02138 ±    0.00153       0.03212 ±    0.00053     5.219 ±  0.093 %    92.592 ±  0.136 %
 146       6.6865 ±    0.0858       0.02142 ±    0.00153       0.03204 ±    0.00052     5.213 ±  0.092 %    92.616 ±  0.136 %
 147       6.6614 ±    0.0851       0.02139 ±    0.00152       0.03196 ±    0.00052     5.209 ±  0.092 %    92.621 ±  0.135 %
 148       6.6466 ±    0.0845       0.02144 ±    0.00151       0.03188 ±    0.00052     5.203 ±  0.092 %    92.634 ±  0.134 %
 149       6.6088 ±    0.0837       0.02139 ±    0.00151       0.03178 ±    0.00051     5.200 ±  0.091 %    92.654 ±  0.134 %
 150       6.5857 ±    0.0831       0.02130 ±    0.00150       0.03177 ±    0.00051     5.197 ±  0.091 %    92.672 ±  0.133 %
 151       6.5753 ±    0.0827       0.02143 ±    0.00150       0.03172 ±    0.00051     5.190 ±  0.090 %    92.674 ±  0.133 %
 152       6.5537 ±    0.0821       0.02145 ±    0.00149       0.03166 ±    0.00050     5.186 ±  0.090 %    92.688 ±  0.132 %
 153       6.5259 ±    0.0813       0.02155 ±    0.00148       0.03160 ±    0.00050     5.190 ±  0.089 %    92.703 ±  0.132 %
 154       6.5157 ±    0.0808       0.02124 ±    0.00148       0.03155 ±    0.00050     5.189 ±  0.089 %    92.689 ±  0.131 %
 155       6.4985 ±    0.0803       0.02132 ±    0.00147       0.03149 ±    0.00050     5.187 ±  0.088 %    92.693 ±  0.131 %
 156       6.4709 ±    0.0796       0.02122 ±    0.00147       0.03142 ±    0.00049     5.184 ±  0.088 %    92.712 ±  0.130 %
 157       6.4508 ±    0.0790       0.02133 ±    0.00146       0.03137 ±    0.00049     5.183 ±  0.087 %    92.691 ±  0.130 %
 158       6.4346 ±    0.0785       0.02143 ±    0.00145       0.03132 ±    0.00049     5.181 ±  0.087 %    92.698 ±  0.130 %
 159       6.4097 ±    0.0779       0.02146 ±    0.00145       0.03129 ±    0.00049     5.180 ±  0.087 %    92.699 ±  0.129 %
 160       6.3908 ±    0.0773       0.02137 ±    0.00144       0.03122 ±    0.00048     5.174 ±  0.086 %    92.706 ±  0.129 %
 161       6.3859 ±    0.0770       0.02144 ±    0.00144       0.03119 ±    0.00048     5.169 ±  0.086 %    92.695 ±  0.128 %
 162       6.3675 ±    0.0764       0.02135 ±    0.00143       0.03114 ±    0.00048     5.168 ±  0.085 %    92.697 ±  0.128 %
 163       6.3470 ±    0.0759       0.02137 ±    0.00143       0.03113 ±    0.00048     5.180 ±  0.086 %    92.689 ±  0.128 %
 164       6.3434 ±    0.0756       0.02136 ±    0.00142       0.03109 ±    0.00047     5.173 ±  0.085 %    92.664 ±  0.127 %
 165       6.3572 ±    0.0756       0.02160 ±    0.00142       0.03109 ±    0.00047     5.171 ±  0.085 %    92.651 ±  0.127 %
 166       6.3479 ±    0.0752       0.02153 ±    0.00142       0.03106 ±    0.00047     5.170 ±  0.085 %    92.667 ±  0.127 %
 167       6.3730 ±    0.0754       0.02173 ±    0.00141       0.03106 ±    0.00047     5.163 ±  0.084 %    92.671 ±  0.126 %
 168       6.3765 ±    0.0752       0.02168 ±    0.00141       0.03100 ±    0.00046     5.153 ±  0.084 %    92.680 ±  0.126 %
 169       6.4105 ±    0.0754       0.02177 ±    0.00140       0.03096 ±    0.00046     5.143 ±  0.084 %    92.684 ±  0.125 %
 170       6.4161 ±    0.0753       0.02185 ±    0.00140       0.03095 ±    0.00046     5.138 ±  0.083 %    92.690 ±  0.125 %
 171       6.4531 ±    0.0756       0.02200 ±    0.00140       0.03092 ±    0.00046     5.130 ±  0.083 %    92.689 ±  0.125 %
 172       6.4918 ±    0.0760       0.02212 ±    0.00139       0.03088 ±    0.00046     5.120 ±  0.083 %    92.690 ±  0.124 %
 173       6.5128 ±    0.0761       0.02212 ±    0.00138       0.03089 ±    0.00045     5.114 ±  0.082 %    92.694 ±  0.124 %
 174       6.5630 ±    0.0766       0.02227 ±    0.00138       0.03089 ±    0.00045     5.105 ±  0.082 %    92.696 ±  0.124 %
 175       6.5825 ±    0.0767       0.02227 ±    0.00138       0.03088 ±    0.00045     5.107 ±  0.082 %    92.692 ±  0.123 %
 176       6.6179 ±    0.0771       0.02235 ±    0.00137       0.03087 ±    0.00045     5.099 ±  0.081 %    92.674 ±  0.123 %
 177       6.6430 ±    0.0773       0.02238 ±    0.00137       0.03085 ±    0.00045     5.095 ±  0.081 %    92.673 ±  0.123 %
 178       6.6467 ±    0.0772       0.02222 ±    0.00136       0.03089 ±    0.00044     5.098 ±  0.081 %    92.677 ±  0.122 %
 179       6.6406 ±    0.0769       0.02233 ±    0.00136       0.03108 ±    0.00044     5.113 ±  0.080 %    92.659 ±  0.122 %
 180       6.6356 ±    0.0766       0.02243 ±    0.00137       0.03156 ±    0.00045     5.145 ±  0.080 %    92.621 ±  0.122 %
 181       6.6583 ±    0.0767       0.02233 ±    0.00137       0.03156 ±    0.00045     5.141 ±  0.080 %    92.621 ±  0.122 %
 182       6.6651 ±    0.0766       0.02225 ±    0.00136       0.03162 ±    0.00045     5.141 ±  0.079 %    92.637 ±  0.121 %
 183       6.6696 ±    0.0765       0.02245 ±    0.00136       0.03172 ±    0.00044     5.140 ±  0.079 %    92.641 ±  0.121 %
 184       6.6794 ±    0.0765       0.02239 ±    0.00136       0.03175 ±    0.00044     5.140 ±  0.079 %    92.626 ±  0.121 %
 185       6.6791 ±    0.0763       0.02228 ±    0.00136       0.03168 ±    0.00044     5.132 ±  0.078 %    92.642 ±  0.120 %
 186       6.6839 ±    0.0761       0.02247 ±    0.00136       0.03179 ±    0.00044     5.156 ±  0.078 %    92.646 ±  0.120 %
 187       6.6885 ±    0.0760       0.02236 ±    0.00135       0.03176 ±    0.00044     5.152 ±  0.078 %    92.639 ±  0.120 %
 188       6.7008 ±    0.0759       0.02235 ±    0.00135       0.03170 ±    0.00044     5.144 ±  0.078 %    92.639 ±  0.119 %
 189       6.7191 ±    0.0760       0.02226 ±    0.00134       0.03164 ±    0.00043     5.136 ±  0.078 %    92.636 ±  0.119 %
 190       6.7350 ±    0.0761       0.02231 ±    0.00134       0.03162 ±    0.00043     5.130 ±  0.077 %    92.623 ±  0.119 %
 191       6.7393 ±    0.0759       0.02232 ±    0.00133       0.03158 ±    0.00043     5.127 ±  0.077 %    92.621 ±  0.118 %
 192       6.7418 ±    0.0757       0.02229 ±    0.00133       0.03157 ±    0.00043     5.123 ±  0.077 %    92.621 ±  0.118 %
 193       6.7580 ±    0.0757       0.02230 ±    0.00133       0.03153 ±    0.00043     5.114 ±  0.076 %    92.614 ±  0.118 %
 194       6.7772 ±    0.0758       0.02225 ±    0.00132       0.03151 ±    0.00042     5.107 ±  0.076 %    92.610 ±  0.118 %
 195       6.8002 ±    0.0759       0.02228 ±    0.00132       0.03150 ±    0.00042     5.102 ±  0.076 %    92.617 ±  0.117 %
 196       6.8111 ±    0.0759       0.02233 ±    0.00132       0.03147 ±    0.00042     5.096 ±  0.076 %    92.619 ±  0.117 %
 197       6.7969 ±    0.0755       0.02229 ±    0.00131       0.03143 ±    0.00042     5.093 ±  0.075 %    92.621 ±  0.117 %
 198       6.7947 ±    0.0753       0.02222 ±    0.00131       0.03140 ±    0.00042     5.087 ±  0.075 %    92.618 ±  0.116 %
 199       6.7837 ±    0.0749       0.02207 ±    0.00131       0.03142 ±    0.00042     5.091 ±  0.075 %    92.624 ±  0.116 %
 200       6.7875 ±    0.0748       0.02214 ±    0.00130       0.03142 ±    0.00042     5.088 ±  0.075 %    92.618 ±  0.116 %
 201       6.7928 ±    0.0747       0.02232 ±    0.00130       0.03156 ±    0.00042     5.116 ±  0.077 %    92.598 ±  0.116 %
 202       6.8140 ±    0.0748       0.02222 ±    0.00130       0.03154 ±    0.00042     5.113 ±  0.077 %    92.609 ±  0.115 %
 203       6.8381 ±    0.0750       0.02218 ±    0.00130       0.03150 ±    0.00042     5.104 ±  0.076 %    92.597 ±  0.115 %
 204       6.8581 ±    0.0751       0.02230 ±    0.00129       0.03149 ±    0.00042     5.101 ±  0.076 %    92.601 ±  0.115 %
 205       6.8491 ±    0.0748       0.02234 ±    0.00129       0.03149 ±    0.00042     5.097 ±  0.076 %    92.610 ±  0.114 %
 206       6.8658 ±    0.0748       0.02231 ±    0.00128       0.03144 ±    0.00042     5.090 ±  0.076 %    92.610 ±  0.114 %
 207       6.8531 ±    0.0745       0.02249 ±    0.00128       0.03149 ±    0.00042     5.091 ±  0.075 %    92.625 ±  0.114 %
 208       6.8608 ±    0.0744       0.02264 ±    0.00128       0.03154 ±    0.00042     5.102 ±  0.076 %    92.619 ±  0.114 %
 209       6.8564 ±    0.0742       0.02279 ±    0.00128       0.03164 ±    0.00042     5.119 ±  0.076 %    92.590 ±  0.113 %
 210       6.8555 ±    0.0740       0.02271 ±    0.00128       0.03166 ±    0.00042     5.119 ±  0.076 %    92.573 ±  0.113 %
 211       6.8579 ±    0.0738       0.02277 ±    0.00128       0.03169 ±    0.00042     5.117 ±  0.075 %    92.564 ±  0.113 %
 212       6.8619 ±    0.0737       0.02280 ±    0.00127       0.03165 ±    0.00042     5.113 ±  0.075 %    92.560 ±  0.113 %
 213       6.8470 ±    0.0733       0.02281 ±    0.00127       0.03160 ±    0.00042     5.113 ±  0.075 %    92.564 ±  0.113 %
 214       6.8350 ±    0.0730       0.02281 ±    0.00126       0.03153 ±    0.00041     5.107 ±  0.075 %    92.556 ±  0.112 %
 215       6.8208 ±    0.0726       0.02262 ±    0.00126       0.03151 ±    0.00041     5.110 ±  0.074 %    92.554 ±  0.112 %
 216       6.8211 ±    0.0725       0.02260 ±    0.00126       0.03152 ±    0.00041     5.116 ±  0.074 %    92.547 ±  0.112 %
 217       6.8119 ±    0.0722       0.02266 ±    0.00125       0.03152 ±    0.00041     5.119 ±  0.074 %    92.533 ±  0.112 %
 218       6.7930 ±    0.0718       0.02268 ±    0.00125       0.03146 ±    0.00041     5.115 ±  0.074 %    92.536 ±  0.111 %
 219       6.7677 ±    0.0713       0.02268 ±    0.00124       0.03140 ±    0.00041     5.112 ±  0.074 %    92.542 ±  0.111 %
 220       6.7589 ±    0.0710       0.02268 ±    0.00124       0.03137 ±    0.00040     5.109 ±  0.073 %    92.540 ±  0.111 %
 221       6.7537 ±    0.0708       0.02268 ±    0.00124       0.03131 ±    0.00040     5.103 ±  0.073 %    92.558 ±  0.111 %
 222       6.7529 ±    0.0706       0.02278 ±    0.00123       0.03131 ±    0.00040     5.098 ±  0.073 %    92.547 ±  0.110 %
 223       6.7620 ±    0.0706       0.02268 ±    0.00123       0.03131 ±    0.00040     5.093 ±  0.073 %    92.535 ±  0.110 %
 224       6.7463 ±    0.0702       0.02280 ±    0.00123       0.03128 ±    0.00040     5.096 ±  0.073 %    92.539 ±  0.110 %
 225       6.7365 ±    0.0699       0.02289 ±    0.00122       0.03127 ±    0.00040     5.092 ±  0.072 %    92.525 ±  0.110 %
 226       6.7386 ±    0.0698       0.02296 ±    0.00122       0.03125 ±    0.00040     5.085 ±  0.072 %    92.523 ±  0.110 %
 227       6.7218 ±    0.0694       0.02278 ±    0.00122       0.03121 ±    0.00039     5.079 ±  0.072 %    92.520 ±  0.109 %
 228       6.7110 ±    0.0691       0.02300 ±    0.00122       0.03119 ±    0.00039     5.076 ±  0.072 %    92.523 ±  0.109 %
 229       6.7024 ±    0.0688       0.02307 ±    0.00121       0.03117 ±    0.00039     5.073 ±  0.071 %    92.525 ±  0.109 %
 230       6.6838 ±    0.0684       0.02298 ±    0.00121       0.03113 ±    0.00039     5.069 ±  0.071 %    92.535 ±  0.109 %
 231       6.6742 ±    0.0681       0.02305 ±    0.00121       0.03109 ±    0.00039     5.069 ±  0.071 %    92.534 ±  0.108 %
 232       6.6750 ±    0.0680       0.02325 ±    0.00120       0.03108 ±    0.00039     5.067 ±  0.071 %    92.512 ±  0.108 %
 233       6.6719 ±    0.0678       0.02328 ±    0.00120       0.03107 ±    0.00039     5.065 ±  0.070 %    92.493 ±  0.108 %
 234       6.6701 ±    0.0676       0.02339 ±    0.00120       0.03121 ±    0.00039     5.079 ±  0.070 %    92.487 ±  0.108 %
 235       6.6583 ±    0.0673       0.02336 ±    0.00120       0.03136 ±    0.00039     5.098 ±  0.070 %    92.477 ±  0.108 %
 236       6.6527 ±    0.0671       0.02339 ±    0.00119       0.03131 ±    0.00039     5.090 ±  0.070 %    92.484 ±  0.107 %
 237       6.6415 ±    0.0668       0.02338 ±    0.00119       0.03124 ±    0.00038     5.087 ±  0.070 %    92.489 ±  0.107 %
 238       6.6311 ±    0.0666       0.02339 ±    0.00119       0.03121 ±    0.00038     5.085 ±  0.070 %    92.496 ±  0.107 %
 239       6.6246 ±    0.0664       0.02330 ±    0.00118       0.03117 ±    0.00038     5.081 ±  0.069 %    92.508 ±  0.107 %
 240       6.6218 ±    0.0662       0.02323 ±    0.00118       0.03112 ±    0.00038     5.075 ±  0.069 %    92.521 ±  0.106 %
 241       6.6208 ±    0.0661       0.02323 ±    0.00118       0.03108 ±    0.00038     5.070 ±  0.069 %    92.523 ±  0.106 %
 242       6.6254 ±    0.0660       0.02309 ±    0.00118       0.03108 ±    0.00038     5.069 ±  0.069 %    92.520 ±  0.106 %
 243       6.6410 ±    0.0661       0.02311 ±    0.00117       0.03107 ±    0.00038     5.065 ±  0.069 %    92.520 ±  0.106 %
 244       6.6415 ±    0.0660       0.02298 ±    0.00117       0.03108 ±    0.00037     5.067 ±  0.068 %    92.522 ±  0.105 %
 245       6.6505 ±    0.0660       0.02284 ±    0.00117       0.03114 ±    0.00037     5.071 ±  0.068 %    92.506 ±  0.105 %
 246       6.6627 ±    0.0660       0.02275 ±    0.00117       0.03113 ±    0.00037     5.066 ±  0.068 %    92.496 ±  0.105 %
 247       6.6773 ±    0.0660       0.02258 ±    0.00117       0.03112 ±    0.00037     5.062 ±  0.068 %    92.489 ±  0.105 %
 248       6.6866 ±    0.0660       0.02239 ±    0.00116       0.03111 ±    0.00037     5.056 ±  0.067 %    92.484 ±  0.105 %
 249       6.6967 ±    0.0660       0.02245 ±    0.00116       0.03111 ±    0.00037     5.051 ±  0.067 %    92.477 ±  0.105 %
 250       6.7087 ±    0.0660       0.02234 ±    0.00116       0.03107 ±    0.00037     5.047 ±  0.067 %    92.480 ±  0.104 %
 251       6.7157 ±    0.0659       0.02226 ±    0.00115       0.03102 ±    0.00037     5.041 ±  0.067 %    92.491 ±  0.104 %
 252       6.7297 ±    0.0659       0.02224 ±    0.00115       0.03104 ±    0.00037     5.046 ±  0.067 %    92.493 ±  0.104 %
 253       6.7539 ±    0.0661       0.02220 ±    0.00115       0.03100 ±    0.00037     5.039 ±  0.067 %    92.499 ±  0.104 %
 254       6.7561 ±    0.0660       0.02213 ±    0.00115       0.03094 ±    0.00036     5.031 ±  0.067 %    92.509 ±  0.103 %
 255       6.7570 ±    0.0659       0.02202 ±    0.00114       0.03091 ±    0.00036     5.028 ±  0.066 %    92.520 ±  0.103 %
 256       6.7641 ±    0.0659       0.02210 ±    0.00114       0.03097 ±    0.00036     5.045 ±  0.067 %    92.517 ±  0.103 %
 257       6.7589 ±    0.0657       0.02214 ±    0.00114       0.03094 ±    0.00036     5.040 ±  0.067 %    92.517 ±  0.103 %
 258       6.7394 ±    0.0653       0.02218 ±    0.00114       0.03092 ±    0.00036     5.043 ±  0.067 %    92.519 ±  0.103 %
 259       6.7266 ±    0.0651       0.02219 ±    0.00113       0.03091 ±    0.00036     5.042 ±  0.067 %    92.523 ±  0.102 %
 260       6.7117 ±    0.0648       0.02225 ±    0.00113       0.03091 ±    0.00036     5.051 ±  0.067 %    92.529 ±  0.102 %
 261       6.6968 ±    0.0644       0.02223 ±    0.00113       0.03089 ±    0.00036     5.047 ±  0.066 %    92.542 ±  0.102 %
 262       6.7010 ±    0.0644       0.02218 ±    0.00113       0.03087 ±    0.00036     5.042 ±  0.066 %    92.536 ±  0.102 %
 263       6.7080 ±    0.0643       0.02220 ±    0.00112       0.03086 ±    0.00035     5.038 ±  0.066 %    92.531 ±  0.102 %
 264       6.7114 ±    0.0642       0.02221 ±    0.00112       0.03085 ±    0.00035     5.035 ±  0.066 %    92.525 ±  0.101 %
 265       6.7177 ±    0.0642       0.02219 ±    0.00112       0.03083 ±    0.00035     5.032 ±  0.066 %    92.525 ±  0.101 %
 266       6.7116 ±    0.0640       0.02209 ±    0.00112       0.03083 ±    0.00035     5.031 ±  0.065 %    92.517 ±  0.101 %
 267       6.7033 ±    0.0638       0.02208 ±    0.00111       0.03080 ±    0.00035     5.029 ±  0.065 %    92.517 ±  0.101 %
 268       6.7025 ±    0.0636       0.02209 ±    0.00111       0.03081 ±    0.00035     5.027 ±  0.065 %    92.508 ±  0.101 %
 269       6.6968 ±    0.0635       0.02223 ±    0.00111       0.03084 ±    0.00035     5.040 ±  0.065 %    92.510 ±  0.101 %
 270       6.6848 ±    0.0632       0.02231 ±    0.00111       0.03082 ±    0.00035     5.038 ±  0.065 %    92.521 ±  0.100 %
 271       6.6793 ±    0.0630       0.02227 ±    0.00111       0.03086 ±    0.00035     5.043 ±  0.065 %    92.519 ±  0.100 %
 272       6.6660 ±    0.0627       0.02225 ±    0.00110       0.03087 ±    0.00035     5.044 ±  0.065 %    92.516 ±  0.100 %
 273       6.6693 ±    0.0626       0.02222 ±    0.00110       0.03083 ±    0.00034     5.040 ±  0.064 %    92.516 ±  0.100 %
 274       6.6660 ±    0.0625       0.02213 ±    0.00110       0.03088 ±    0.00035     5.046 ±  0.065 %    92.510 ±  0.100 %
 275       6.6673 ±    0.0624       0.02212 ±    0.00110       0.03087 ±    0.00034     5.046 ±  0.064 %    92.516 ±  0.099 %
 276       6.6645 ±    0.0622       0.02203 ±    0.00109       0.03082 ±    0.00034     5.040 ±  0.064 %    92.518 ±  0.099 %
 277       6.6639 ±    0.0621       0.02208 ±    0.00109       0.03087 ±    0.00034     5.057 ±  0.065 %    92.516 ±  0.099 %
 278       6.6665 ±    0.0620       0.02214 ±    0.00109       0.03085 ±    0.00034     5.053 ±  0.065 %    92.525 ±  0.099 %
 279       6.6690 ±    0.0620       0.02236 ±    0.00109       0.03085 ±    0.00034     5.050 ±  0.065 %    92.518 ±  0.099 %
 280       6.6519 ±    0.0617       0.02235 ±    0.00109       0.03083 ±    0.00034     5.052 ±  0.065 %    92.525 ±  0.098 %
 281       6.6591 ±    0.0617       0.02251 ±    0.00109       0.03097 ±    0.00034     5.062 ±  0.064 %    92.510 ±  0.098 %
 282       6.6397 ±    0.0614       0.02252 ±    0.00109       0.03097 ±    0.00034     5.069 ±  0.064 %    92.507 ±  0.098 %
 283       6.6335 ±    0.0612       0.02264 ±    0.00109       0.03118 ±    0.00034     5.111 ±  0.065 %    92.495 ±  0.098 %
 284       6.6375 ±    0.0611       0.02260 ±    0.00108       0.03115 ±    0.00034     5.106 ±  0.065 %    92.494 ±  0.098 %
 285       6.6348 ±    0.0610       0.02253 ±    0.00108       0.03117 ±    0.00034     5.105 ±  0.065 %    92.488 ±  0.098 %
 286       6.6191 ±    0.0607       0.02252 ±    0.00108       0.03113 ±    0.00034     5.103 ±  0.065 %    92.491 ±  0.098 %
 287       6.6126 ±    0.0605       0.02256 ±    0.00108       0.03117 ±    0.00034     5.104 ±  0.064 %    92.483 ±  0.097 %
 288       6.6160 ±    0.0605       0.02262 ±    0.00108       0.03122 ±    0.00034     5.108 ±  0.064 %    92.480 ±  0.097 %
 289       6.6266 ±    0.0605       0.02256 ±    0.00107       0.03119 ±    0.00034     5.103 ±  0.064 %    92.474 ±  0.097 %
 290       6.6392 ±    0.0606       0.02256 ±    0.00107       0.03116 ±    0.00034     5.099 ±  0.064 %    92.487 ±  0.097 %
 291       6.6508 ±    0.0606       0.02247 ±    0.00107       0.03115 ±    0.00034     5.096 ±  0.064 %    92.490 ±  0.097 %
 292       6.6577 ±    0.0606       0.02244 ±    0.00107       0.03116 ±    0.00034     5.096 ±  0.064 %    92.491 ±  0.097 %
 293       6.6651 ±    0.0606       0.02258 ±    0.00107       0.03117 ±    0.00033     5.093 ±  0.064 %    92.485 ±  0.096 %
 294       6.6817 ±    0.0606       0.02254 ±    0.00106       0.03115 ±    0.00033     5.087 ±  0.064 %    92.484 ±  0.096 %
 295       6.6802 ±    0.0605       0.02256 ±    0.00106       0.03113 ±    0.00033     5.088 ±  0.063 %    92.485 ±  0.096 %
 296       6.6859 ±    0.0605       0.02251 ±    0.00106       0.03113 ±    0.00033     5.087 ±  0.063 %    92.487 ±  0.096 %
 297       6.6773 ±    0.0603       0.02260 ±    0.00106       0.03114 ±    0.00033     5.092 ±  0.063 %    92.488 ±  0.096 %
 298       6.6743 ±    0.0601       0.02266 ±    0.00105       0.03111 ±    0.00033     5.089 ±  0.063 %    92.482 ±  0.096 %
 299       6.6688 ±    0.0600       0.02266 ±    0.00105       0.03106 ±    0.00033     5.083 ±  0.063 %    92.490 ±  0.095 %
 300       6.6650 ±    0.0598       0.02275 ±    0.00105       0.03103 ±    0.00033     5.079 ±  0.063 %    92.502 ±  0.095 %
 301       6.6599 ±    0.0597       0.02276 ±    0.00105       0.03103 ±    0.00033     5.078 ±  0.062 %    92.507 ±  0.095 %
 302       6.6511 ±    0.0595       0.02282 ±    0.00105       0.03105 ±    0.00033     5.085 ±  0.062 %    92.507 ±  0.095 %
 303       6.6592 ±    0.0594       0.02293 ±    0.00105       0.03104 ±    0.00033     5.089 ±  0.062 %    92.509 ±  0.095 %
 304       6.6642 ±    0.0594       0.02297 ±    0.00104       0.03102 ±    0.00033     5.085 ±  0.062 %    92.513 ±  0.095 %
 305       6.6612 ±    0.0592       0.02300 ±    0.00104       0.03105 ±    0.00033     5.086 ±  0.062 %    92.517 ±  0.094 %
 306       6.6620 ±    0.0591       0.02309 ±    0.00104       0.03105 ±    0.00033     5.086 ±  0.062 %    92.516 ±  0.094 %
 307       6.6619 ±    0.0590       0.02311 ±    0.00104       0.03105 ±    0.00032     5.083 ±  0.062 %    92.513 ±  0.094 %
 308       6.6593 ±    0.0589       0.02307 ±    0.00104       0.03106 ±    0.00032     5.086 ±  0.062 %    92.508 ±  0.094 %
 309       6.6617 ±    0.0588       0.02304 ±    0.00104       0.03102 ±    0.00032     5.082 ±  0.062 %    92.507 ±  0.094 %
 310       6.6682 ±    0.0588       0.02304 ±    0.00103       0.03103 ±    0.00032     5.081 ±  0.061 %    92.505 ±  0.094 %
 311       6.6665 ±    0.0587       0.02309 ±    0.00103       0.03101 ±    0.00032     5.081 ±  0.061 %    92.515 ±  0.093 %
 312       6.6694 ±    0.0586       0.02299 ±    0.00103       0.03101 ±    0.00032     5.080 ±  0.061 %    92.513 ±  0.093 %
 313       6.6699 ±    0.0585       0.02296 ±    0.00103       0.03098 ±    0.00032     5.079 ±  0.061 %    92.501 ±  0.093 %
 314       6.6627 ±    0.0583       0.02309 ±    0.00103       0.03095 ±    0.00032     5.076 ±  0.061 %    92.504 ±  0.093 %
 315       6.6555 ±    0.0582       0.02307 ±    0.00102       0.03092 ±    0.00032     5.075 ±  0.061 %    92.504 ±  0.093 %
 316       6.6703 ±    0.0582       0.02299 ±    0.00102       0.03088 ±    0.00032     5.072 ±  0.060 %    92.499 ±  0.093 %
 317       6.6764 ±    0.0582       0.02293 ±    0.00102       0.03085 ±    0.00032     5.068 ±  0.060 %    92.503 ±  0.093 %
 318       6.6883 ±    0.0583       0.02284 ±    0.00102       0.03081 ±    0.00031     5.064 ±  0.060 %    92.510 ±  0.092 %
 319       6.6652 ±    0.0579       0.02355 ±    0.00102       0.03134 ±    0.00033     5.171 ±  0.062 %    92.479 ±  0.092 %
 320       6.6535 ±    0.0577       0.02397 ±    0.00103       0.03168 ±    0.00033     5.224 ±  0.062 %    92.464 ±  0.092 %
 321       6.6424 ±    0.0575       0.02429 ±    0.00103       0.03197 ±    0.00033     5.263 ±  0.062 %    92.443 ±  0.092 %
 322       6.6456 ±    0.0574       0.02439 ±    0.00103       0.03213 ±    0.00033     5.271 ±  0.062 %    92.430 ±  0.092 %
 323       6.6443 ±    0.0573       0.02432 ±    0.00103       0.03229 ±    0.00033     5.280 ±  0.062 %    92.413 ±  0.092 %
 324       6.6490 ±    0.0573       0.02414 ±    0.00103       0.03232 ±    0.00033     5.278 ±  0.062 %    92.400 ±  0.092 %
 325       6.6442 ±    0.0571       0.02416 ±    0.00103       0.03228 ±    0.00033     5.275 ±  0.062 %    92.407 ±  0.092 %
 326       6.6438 ±    0.0570       0.02412 ±    0.00103       0.03223 ±    0.00033     5.269 ±  0.062 %    92.409 ±  0.092 %
 327       6.6395 ±    0.0569       0.02406 ±    0.00102       0.03218 ±    0.00033     5.264 ±  0.061 %    92.417 ±  0.092 %
 328       6.6367 ±    0.0568       0.02405 ±    0.00102       0.03214 ±    0.00033     5.259 ±  0.061 %    92.421 ±  0.092 %
 329       6.6310 ±    0.0566       0.02405 ±    0.00102       0.03213 ±    0.00033     5.261 ±  0.061 %    92.424 ±  0.091 %
 330       6.6253 ±    0.0565       0.02406 ±    0.00102       0.03208 ±    0.00033     5.256 ±  0.061 %    92.425 ±  0.091 %
 331       6.6265 ±    0.0564       0.02411 ±    0.00102       0.03208 ±    0.00033     5.253 ±  0.061 %    92.428 ±  0.091 %
 332       6.6200 ±    0.0562       0.02411 ±    0.00101       0.03205 ±    0.00032     5.251 ±  0.061 %    92.425 ±  0.091 %
 333       6.6149 ±    0.0561       0.02412 ±    0.00101       0.03204 ±    0.00032     5.249 ±  0.061 %    92.424 ±  0.091 %
 334       6.6232 ±    0.0561       0.02407 ±    0.00101       0.03205 ±    0.00032     5.246 ±  0.061 %    92.415 ±  0.091 %
 335       6.6170 ±    0.0560       0.02408 ±    0.00101       0.03203 ±    0.00032     5.245 ±  0.060 %    92.413 ±  0.091 %
 336       6.6202 ±    0.0559       0.02406 ±    0.00101       0.03208 ±    0.00032     5.249 ±  0.060 %    92.411 ±  0.090 %
 337       6.6200 ±    0.0558       0.02400 ±    0.00101       0.03207 ±    0.00032     5.246 ±  0.060 %    92.405 ±  0.090 %
 338       6.6187 ±    0.0557       0.02390 ±    0.00101       0.03209 ±    0.00032     5.247 ±  0.060 %    92.392 ±  0.090 %
 339       6.6150 ±    0.0556       0.02394 ±    0.00101       0.03207 ±    0.00032     5.245 ±  0.060 %    92.392 ±  0.090 %
 340       6.6072 ±    0.0555       0.02390 ±    0.00100       0.03204 ±    0.00032     5.244 ±  0.060 %    92.399 ±  0.090 %
 341       6.6139 ±    0.0554       0.02391 ±    0.00100       0.03200 ±    0.00032     5.239 ±  0.060 %    92.406 ±  0.090 %
 342       6.6146 ±    0.0553       0.02389 ±    0.00100       0.03196 ±    0.00032     5.235 ±  0.060 %    92.410 ±  0.090 %
 343       6.6168 ±    0.0553       0.02391 ±    0.00100       0.03195 ±    0.00032     5.233 ±  0.060 %    92.403 ±  0.090 %
 344       6.6165 ±    0.0552       0.02394 ±    0.00100       0.03193 ±    0.00032     5.231 ±  0.059 %    92.403 ±  0.089 %
 345       6.6072 ±    0.0550       0.02393 ±    0.00099       0.03189 ±    0.00032     5.229 ±  0.059 %    92.406 ±  0.089 %
 346       6.6081 ±    0.0549       0.02393 ±    0.00099       0.03186 ±    0.00031     5.227 ±  0.059 %    92.399 ±  0.089 %
 347       6.6006 ±    0.0548       0.02388 ±    0.00099       0.03182 ±    0.00031     5.223 ±  0.059 %    92.402 ±  0.089 %
 348       6.6005 ±    0.0547       0.02403 ±    0.00099       0.03187 ±    0.00031     5.231 ±  0.059 %    92.394 ±  0.089 %
 349       6.5972 ±    0.0546       0.02397 ±    0.00099       0.03186 ±    0.00031     5.228 ±  0.059 %    92.394 ±  0.089 %
 350       6.6029 ±    0.0545       0.02401 ±    0.00099       0.03185 ±    0.00031     5.224 ±  0.059 %    92.394 ±  0.089 %
 351       6.6005 ±    0.0544       0.02402 ±    0.00098       0.03186 ±    0.00031     5.230 ±  0.059 %    92.386 ±  0.089 %
 352       6.5945 ±    0.0543       0.02402 ±    0.00098       0.03184 ±    0.00031     5.227 ±  0.059 %    92.395 ±  0.088 %
 353       6.6045 ±    0.0543       0.02395 ±    0.00098       0.03181 ±    0.00031     5.224 ±  0.059 %    92.398 ±  0.088 %
 354       6.6126 ±    0.0543       0.02394 ±    0.00098       0.03177 ±    0.00031     5.218 ±  0.059 %    92.402 ±  0.088 %
 355       6.6207 ±    0.0543       0.02394 ±    0.00098       0.03175 ±    0.00031     5.213 ±  0.059 %    92.410 ±  0.088 %
 356       6.6131 ±    0.0542       0.02398 ±    0.00098       0.03176 ±    0.00031     5.216 ±  0.059 %    92.410 ±  0.088 %
 357       6.6131 ±    0.0541       0.02402 ±    0.00098       0.03176 ±    0.00031     5.213 ±  0.058 %    92.399 ±  0.088 %
 358       6.6076 ±    0.0540       0.02400 ±    0.00097       0.03177 ±    0.00031     5.214 ±  0.058 %    92.393 ±  0.088 %
 359       6.6109 ±    0.0539       0.02404 ±    0.00097       0.03179 ±    0.00031     5.212 ±  0.058 %    92.386 ±  0.088 %
 360       6.6053 ±    0.0538       0.02412 ±    0.00097       0.03179 ±    0.00031     5.213 ±  0.058 %    92.386 ±  0.088 %
 361       6.5998 ±    0.0536       0.02420 ±    0.00097       0.03181 ±    0.00031     5.215 ±  0.058 %    92.384 ±  0.087 %
 362       6.5972 ±    0.0535       0.02422 ±    0.00097       0.03187 ±    0.00031     5.224 ±  0.058 %    92.383 ±  0.087 %
 363       6.6077 ±    0.0536       0.02426 ±    0.00097       0.03189 ±    0.00031     5.223 ±  0.058 %    92.368 ±  0.087 %
 364       6.6297 ±    0.0537       0.02425 ±    0.00097       0.03186 ±    0.00030     5.218 ±  0.058 %    92.365 ±  0.087 %
 365       6.6440 ±    0.0538       0.02424 ±    0.00096       0.03186 ±    0.00030     5.215 ±  0.057 %    92.374 ±  0.087 %
 366       6.6674 ±    0.0540       0.02421 ±    0.00096       0.03186 ±    0.00030     5.210 ±  0.057 %    92.371 ±  0.087 %
 367       6.6812 ±    0.0541       0.02421 ±    0.00096       0.03184 ±    0.00030     5.206 ±  0.057 %    92.370 ±  0.087 %
 368       6.6921 ±    0.0541       0.02425 ±    0.00096       0.03184 ±    0.00030     5.202 ±  0.057 %    92.372 ±  0.087 %
 369       6.7101 ±    0.0542       0.02427 ±    0.00096       0.03184 ±    0.00030     5.201 ±  0.057 %    92.374 ±  0.087 %
 370       6.7293 ±    0.0544       0.02423 ±    0.00096       0.03183 ±    0.00030     5.197 ±  0.057 %    92.373 ±  0.086 %
 371       6.7334 ±    0.0543       0.02419 ±    0.00096       0.03181 ±    0.00030     5.195 ±  0.057 %    92.376 ±  0.086 %
 372       6.7419 ±    0.0543       0.02420 ±    0.00095       0.03180 ±    0.00030     5.192 ±  0.057 %    92.371 ±  0.086 %
 373       6.7559 ±    0.0544       0.02423 ±    0.00095       0.03181 ±    0.00030     5.188 ±  0.057 %    92.369 ±  0.086 %
 374       6.7692 ±    0.0545       0.02420 ±    0.00095       0.03181 ±    0.00030     5.184 ±  0.057 %    92.368 ±  0.086 %
 375       6.7770 ±    0.0545       0.02430 ±    0.00095       0.03189 ±    0.00030     5.185 ±  0.056 %    92.361 ±  0.086 %
 376       6.7870 ±    0.0545       0.02435 ±    0.00095       0.03189 ±    0.00030     5.184 ±  0.056 %    92.360 ±  0.086 %
 377       6.7955 ±    0.0545       0.02430 ±    0.00095       0.03190 ±    0.00030     5.184 ±  0.056 %    92.365 ±  0.086 %
 378       6.8116 ±    0.0546       0.02432 ±    0.00095       0.03187 ±    0.00030     5.180 ±  0.056 %    92.366 ±  0.086 %
 379       6.8245 ±    0.0547       0.02429 ±    0.00095       0.03184 ±    0.00030     5.179 ±  0.056 %    92.367 ±  0.085 %
 380       6.8329 ±    0.0547       0.02426 ±    0.00095       0.03186 ±    0.00030     5.180 ±  0.056 %    92.357 ±  0.085 %
 381       6.8446 ±    0.0547       0.02427 ±    0.00094       0.03184 ±    0.00030     5.176 ±  0.056 %    92.354 ±  0.085 %
 382       6.8533 ±    0.0548       0.02435 ±    0.00094       0.03187 ±    0.00030     5.179 ±  0.056 %    92.351 ±  0.085 %
 383       6.8740 ±    0.0549       0.02442 ±    0.00094       0.03186 ±    0.00029     5.174 ±  0.056 %    92.353 ±  0.085 %
 384       6.8897 ±    0.0550       0.02454 ±    0.00094       0.03186 ±    0.00029     5.172 ±  0.056 %    92.343 ±  0.085 %
 385       6.8908 ±    0.0549       0.02451 ±    0.00094       0.03185 ±    0.00029     5.170 ±  0.056 %    92.343 ±  0.085 %
 386       6.8919 ±    0.0549       0.02452 ±    0.00094       0.03182 ±    0.00029     5.167 ±  0.055 %    92.346 ±  0.085 %
 387       6.8981 ±    0.0549       0.02453 ±    0.00094       0.03179 ±    0.00029     5.162 ±  0.055 %    92.339 ±  0.085 %
 388       6.9188 ±    0.0550       0.02454 ±    0.00094       0.03177 ±    0.00029     5.157 ±  0.055 %    92.331 ±  0.085 %
 389       6.9334 ±    0.0551       0.02450 ±    0.00093       0.03174 ±    0.00029     5.152 ±  0.055 %    92.338 ±  0.084 %
 390       6.9310 ±    0.0550       0.02446 ±    0.00093       0.03173 ±    0.00029     5.149 ±  0.055 %    92.340 ±  0.084 %
 391       6.9258 ±    0.0549       0.02438 ±    0.00093       0.03173 ±    0.00029     5.148 ±  0.055 %    92.337 ±  0.084 %
 392       6.9165 ±    0.0547       0.02433 ±    0.00093       0.03173 ±    0.00029     5.149 ±  0.055 %    92.337 ±  0.084 %
 393       6.9169 ±    0.0547       0.02431 ±    0.00093       0.03172 ±    0.00029     5.146 ±  0.055 %    92.334 ±  0.084 %
 394       6.9197 ±    0.0546       0.02431 ±    0.00093       0.03171 ±    0.00029     5.143 ±  0.055 %    92.337 ±  0.084 %
 395       6.9211 ±    0.0545       0.02429 ±    0.00093       0.03167 ±    0.00029     5.139 ±  0.055 %    92.338 ±  0.084 %
 396       6.9206 ±    0.0545       0.02434 ±    0.00092       0.03166 ±    0.00029     5.138 ±  0.054 %    92.341 ±  0.084 %
 397       6.9221 ±    0.0544       0.02429 ±    0.00092       0.03165 ±    0.00029     5.135 ±  0.054 %    92.348 ±  0.084 %
 398       6.9250 ±    0.0544       0.02423 ±    0.00092       0.03167 ±    0.00029     5.137 ±  0.054 %    92.342 ±  0.083 %
 399       6.9284 ±    0.0543       0.02430 ±    0.00092       0.03167 ±    0.00029     5.135 ±  0.054 %    92.335 ±  0.083 %
 400       6.9220 ±    0.0542       0.02431 ±    0.00092       0.03167 ±    0.00028     5.134 ±  0.054 %    92.332 ±  0.083 %
 401       6.9130 ±    0.0541       0.02430 ±    0.00092       0.03168 ±    0.00028     5.138 ±  0.054 %    92.329 ±  0.083 %
 402       6.9045 ±    0.0539       0.02439 ±    0.00092       0.03177 ±    0.00028     5.156 ±  0.054 %    92.323 ±  0.083 %
 403       6.8933 ±    0.0537       0.02450 ±    0.00092       0.03190 ±    0.00029     5.180 ±  0.054 %    92.314 ±  0.083 %
 404       6.8933 ±    0.0537       0.02454 ±    0.00092       0.03192 ±    0.00028     5.180 ±  0.054 %    92.315 ±  0.083 %
 405       6.8995 ±    0.0536       0.02449 ±    0.00092       0.03192 ±    0.00028     5.179 ±  0.054 %    92.312 ±  0.083 %
 406       6.9036 ±    0.0536       0.02445 ±    0.00092       0.03195 ±    0.00028     5.179 ±  0.054 %    92.309 ±  0.083 %
 407       6.9043 ±    0.0536       0.02444 ±    0.00092       0.03196 ±    0.00028     5.180 ±  0.053 %    92.309 ±  0.083 %
 408       6.9038 ±    0.0535       0.02445 ±    0.00092       0.03201 ±    0.00028     5.186 ±  0.054 %    92.309 ±  0.083 %
 409       6.9141 ±    0.0535       0.02443 ±    0.00092       0.03204 ±    0.00028     5.186 ±  0.053 %    92.301 ±  0.083 %
 410       6.9124 ±    0.0534       0.02458 ±    0.00092       0.03220 ±    0.00028     5.198 ±  0.053 %    92.290 ±  0.082 %
 411       6.9113 ±    0.0533       0.02468 ±    0.00092       0.03240 ±    0.00029     5.212 ±  0.053 %    92.264 ±  0.083 %
 412       6.9085 ±    0.0532       0.02464 ±    0.00092       0.03240 ±    0.00028     5.214 ±  0.053 %    92.262 ±  0.082 %
 413       6.8985 ±    0.0531       0.02460 ±    0.00092       0.03241 ±    0.00028     5.213 ±  0.053 %    92.256 ±  0.082 %
 414       6.8954 ±    0.0530       0.02467 ±    0.00092       0.03248 ±    0.00028     5.217 ±  0.053 %    92.253 ±  0.082 %
 415       6.8985 ±    0.0529       0.02476 ±    0.00092       0.03256 ±    0.00028     5.216 ±  0.053 %    92.243 ±  0.082 %
 416       6.8980 ±    0.0529       0.02486 ±    0.00092       0.03291 ±    0.00029     5.239 ±  0.053 %    92.219 ±  0.082 %
 417       6.8941 ±    0.0528       0.02476 ±    0.00092       0.03296 ±    0.00029     5.243 ±  0.053 %    92.218 ±  0.082 %
 418       6.8861 ±    0.0526       0.02479 ±    0.00092       0.03307 ±    0.00029     5.247 ±  0.053 %    92.210 ±  0.082 %
 419       6.8874 ±    0.0526       0.02476 ±    0.00092       0.03313 ±    0.00029     5.250 ±  0.053 %    92.203 ±  0.082 %
 420       6.8798 ±    0.0524       0.02474 ±    0.00092       0.03315 ±    0.00029     5.256 ±  0.053 %    92.205 ±  0.082 %
 421       6.8743 ±    0.0523       0.02481 ±    0.00092       0.03329 ±    0.00029     5.275 ±  0.053 %    92.195 ±  0.082 %
 422       6.8706 ±    0.0522       0.02485 ±    0.00092       0.03346 ±    0.00029     5.294 ±  0.053 %    92.178 ±  0.082 %
 423       6.8646 ±    0.0521       0.02489 ±    0.00093       0.03354 ±    0.00029     5.298 ±  0.053 %    92.170 ±  0.082 %
 424       6.8671 ±    0.0521       0.02496 ±    0.00092       0.03358 ±    0.00029     5.299 ±  0.053 %    92.170 ±  0.082 %
 425       6.8751 ±    0.0521       0.02514 ±    0.00093       0.03368 ±    0.00029     5.306 ±  0.053 %    92.162 ±  0.082 %
 426       6.8773 ±    0.0521       0.02509 ±    0.00092       0.03374 ±    0.00029     5.308 ±  0.053 %    92.156 ±  0.082 %
 427       6.8809 ±    0.0520       0.02501 ±    0.00092       0.03374 ±    0.00029     5.308 ±  0.053 %    92.158 ±  0.081 %
 428       6.8719 ±    0.0519       0.02498 ±    0.00092       0.03371 ±    0.00029     5.305 ±  0.053 %    92.164 ±  0.081 %
 429       6.8693 ±    0.0518       0.02494 ±    0.00092       0.03370 ±    0.00029     5.306 ±  0.053 %    92.172 ±  0.081 %
 430       6.8714 ±    0.0518       0.02489 ±    0.00092       0.03368 ±    0.00029     5.304 ±  0.052 %    92.179 ±  0.081 %
 431       6.8621 ±    0.0516       0.02489 ±    0.00092       0.03378 ±    0.00029     5.325 ±  0.053 %    92.179 ±  0.081 %
 432       6.8609 ±    0.0515       0.02488 ±    0.00092       0.03379 ±    0.00029     5.324 ±  0.053 %    92.173 ±  0.081 %
 433       6.8634 ±    0.0515       0.02491 ±    0.00092       0.03391 ±    0.00029     5.340 ±  0.053 %    92.176 ±  0.081 %
 434       6.8634 ±    0.0514       0.02495 ±    0.00092       0.03391 ±    0.00029     5.340 ±  0.053 %    92.175 ±  0.081 %
 435       6.8702 ±    0.0514       0.02493 ±    0.00092       0.03389 ±    0.00029     5.338 ±  0.053 %    92.178 ±  0.081 %
 436       6.8690 ±    0.0514       0.02498 ±    0.00092       0.03387 ±    0.00029     5.338 ±  0.053 %    92.179 ±  0.081 %
 437       6.8586 ±    0.0512       0.02503 ±    0.00092       0.03387 ±    0.00029     5.342 ±  0.053 %    92.185 ±  0.080 %
 438       6.8641 ±    0.0512       0.02512 ±    0.00092       0.03385 ±    0.00029     5.342 ±  0.053 %    92.182 ±  0.080 %
 439       6.8695 ±    0.0512       0.02523 ±    0.00092       0.03387 ±    0.00029     5.341 ±  0.053 %    92.183 ±  0.080 %
 440       6.8709 ±    0.0512       0.02524 ±    0.00091       0.03387 ±    0.00029     5.345 ±  0.053 %    92.184 ±  0.080 %
 441       6.8663 ±    0.0511       0.02527 ±    0.00091       0.03387 ±    0.00029     5.346 ±  0.053 %    92.191 ±  0.080 %
 442       6.8641 ±    0.0510       0.02522 ±    0.00091       0.03387 ±    0.00029     5.345 ±  0.053 %    92.191 ±  0.080 %
 443       6.8551 ±    0.0509       0.02518 ±    0.00091       0.03389 ±    0.00029     5.348 ±  0.053 %    92.191 ±  0.080 %
 444       6.8543 ±    0.0508       0.02523 ±    0.00091       0.03387 ±    0.00029     5.344 ±  0.053 %    92.195 ±  0.080 %
 445       6.8536 ±    0.0508       0.02527 ±    0.00091       0.03388 ±    0.00029     5.344 ±  0.053 %    92.192 ±  0.080 %
 446       6.8547 ±    0.0507       0.02527 ±    0.00091       0.03388 ±    0.00029     5.344 ±  0.052 %    92.194 ±  0.080 %
 447       6.8456 ±    0.0506       0.02533 ±    0.00091       0.03386 ±    0.00029     5.345 ±  0.053 %    92.203 ±  0.079 %
 448       6.8474 ±    0.0505       0.02538 ±    0.00091       0.03386 ±    0.00029     5.348 ±  0.053 %    92.209 ±  0.079 %
 449       6.8450 ±    0.0504       0.02532 ±    0.00090       0.03384 ±    0.00029     5.346 ±  0.052 %    92.210 ±  0.079 %
 450       6.8424 ±    0.0504       0.02530 ±    0.00090       0.03389 ±    0.00029     5.352 ±  0.052 %    92.206 ±  0.079 %
 451       6.8384 ±    0.0503       0.02533 ±    0.00090       0.03392 ±    0.00029     5.355 ±  0.052 %    92.208 ±  0.079 %
 452       6.8330 ±    0.0502       0.02535 ±    0.00090       0.03394 ±    0.00029     5.357 ±  0.052 %    92.210 ±  0.079 %
 453       6.8371 ±    0.0501       0.02536 ±    0.00090       0.03392 ±    0.00029     5.354 ±  0.052 %    92.217 ±  0.079 %
 454       6.8418 ±    0.0501       0.02532 ±    0.00090       0.03388 ±    0.00029     5.351 ±  0.052 %    92.216 ±  0.079 %
 455       6.8470 ±    0.0501       0.02520 ±    0.00090       0.03386 ±    0.00029     5.347 ±  0.052 %    92.219 ±  0.079 %
 456       6.8566 ±    0.0502       0.02512 ±    0.00090       0.03386 ±    0.00029     5.345 ±  0.052 %    92.219 ±  0.079 %
 457       6.8509 ±    0.0501       0.02515 ±    0.00090       0.03386 ±    0.00029     5.345 ±  0.052 %    92.223 ±  0.078 %
 458       6.8500 ±    0.0500       0.02508 ±    0.00089       0.03386 ±    0.00029     5.345 ±  0.052 %    92.223 ±  0.078 %
 459       6.8519 ±    0.0500       0.02498 ±    0.00089       0.03387 ±    0.00028     5.346 ±  0.052 %    92.218 ±  0.078 %
 460       6.8595 ±    0.0500       0.02504 ±    0.00090       0.03393 ±    0.00029     5.349 ±  0.052 %    92.211 ±  0.078 %
 461       6.8640 ±    0.0500       0.02507 ±    0.00089       0.03393 ±    0.00029     5.348 ±  0.052 %    92.207 ±  0.078 %
 462       6.8677 ±    0.0499       0.02510 ±    0.00089       0.03394 ±    0.00029     5.347 ±  0.052 %    92.201 ±  0.078 %
 463       6.8725 ±    0.0499       0.02513 ±    0.00089       0.03395 ±    0.00029     5.347 ±  0.052 %    92.202 ±  0.078 %
 464       6.8770 ±    0.0499       0.02516 ±    0.00089       0.03395 ±    0.00029     5.346 ±  0.052 %    92.208 ±  0.078 %
 465       6.8844 ±    0.0499       0.02518 ±    0.00089       0.03393 ±    0.00028     5.343 ±  0.051 %    92.204 ±  0.078 %
 466       6.8926 ±    0.0500       0.02521 ±    0.00089       0.03392 ±    0.00028     5.341 ±  0.051 %    92.202 ±  0.078 %
 467       6.8939 ±    0.0499       0.02521 ±    0.00089       0.03392 ±    0.00028     5.339 ±  0.051 %    92.200 ±  0.078 %
 468       6.8920 ±    0.0498       0.02519 ±    0.00089       0.03393 ±    0.00028     5.339 ±  0.051 %    92.195 ±  0.078 %
 469       6.8921 ±    0.0498       0.02526 ±    0.00089       0.03394 ±    0.00028     5.340 ±  0.051 %    92.195 ±  0.078 %
 470       6.8879 ±    0.0497       0.02524 ±    0.00088       0.03392 ±    0.00028     5.342 ±  0.051 %    92.198 ±  0.077 %
 471       6.8881 ±    0.0497       0.02522 ±    0.00088       0.03390 ±    0.00028     5.339 ±  0.051 %    92.198 ±  0.077 %
 472       6.8944 ±    0.0497       0.02513 ±    0.00088       0.03387 ±    0.00028     5.337 ±  0.051 %    92.204 ±  0.077 %
 473       6.8950 ±    0.0496       0.02507 ±    0.00088       0.03386 ±    0.00028     5.339 ±  0.051 %    92.211 ±  0.077 %
 474       6.8898 ±    0.0495       0.02511 ±    0.00088       0.03385 ±    0.00028     5.339 ±  0.051 %    92.211 ±  0.077 %
 475       6.8883 ±    0.0495       0.02506 ±    0.00088       0.03383 ±    0.00028     5.336 ±  0.051 %    92.215 ±  0.077 %
 476       6.8822 ±    0.0494       0.02509 ±    0.00088       0.03392 ±    0.00028     5.359 ±  0.051 %    92.211 ±  0.077 %
 477       6.8863 ±    0.0494       0.02503 ±    0.00088       0.03390 ±    0.00028     5.356 ±  0.051 %    92.215 ±  0.077 %
 478       6.8964 ±    0.0494       0.02500 ±    0.00088       0.03389 ±    0.00028     5.355 ±  0.051 %    92.215 ±  0.077 %
 479       6.9014 ±    0.0494       0.02509 ±    0.00088       0.03389 ±    0.00028     5.352 ±  0.051 %    92.213 ±  0.077 %
 480       6.9052 ±    0.0494       0.02508 ±    0.00088       0.03389 ±    0.00028     5.352 ±  0.051 %    92.212 ±  0.077 %
 481       6.9093 ±    0.0494       0.02505 ±    0.00088       0.03390 ±    0.00028     5.354 ±  0.051 %    92.211 ±  0.077 %
 482       6.9076 ±    0.0493       0.02505 ±    0.00087       0.03388 ±    0.00028     5.350 ±  0.051 %    92.215 ±  0.076 %
 483       6.9082 ±    0.0493       0.02500 ±    0.00087       0.03384 ±    0.00028     5.347 ±  0.051 %    92.219 ±  0.076 %
 484       6.9075 ±    0.0492       0.02500 ±    0.00087       0.03381 ±    0.00028     5.345 ±  0.051 %    92.218 ±  0.076 %
 485       6.9033 ±    0.0491       0.02508 ±    0.00087       0.03384 ±    0.00028     5.354 ±  0.051 %    92.217 ±  0.076 %
 486       6.8954 ±    0.0490       0.02506 ±    0.00087       0.03381 ±    0.00028     5.356 ±  0.051 %    92.215 ±  0.076 %
 487       6.8959 ±    0.0490       0.02504 ±    0.00087       0.03378 ±    0.00028     5.352 ±  0.051 %    92.220 ±  0.076 %
 488       6.8910 ±    0.0489       0.02502 ±    0.00087       0.03376 ±    0.00028     5.350 ±  0.051 %    92.222 ±  0.076 %
 489       6.8837 ±    0.0488       0.02496 ±    0.00087       0.03372 ±    0.00028     5.346 ±  0.051 %    92.231 ±  0.076 %
 490       6.8807 ±    0.0487       0.02493 ±    0.00087       0.03368 ±    0.00028     5.344 ±  0.051 %    92.236 ±  0.076 %
 491       6.8812 ±    0.0486       0.02499 ±    0.00086       0.03367 ±    0.00028     5.343 ±  0.051 %    92.234 ±  0.076 %
 492       6.8778 ±    0.0486       0.02500 ±    0.00086       0.03364 ±    0.00028     5.341 ±  0.051 %    92.242 ±  0.076 %
 493       6.8771 ±    0.0485       0.02495 ±    0.00086       0.03363 ±    0.00028     5.338 ±  0.051 %    92.246 ±  0.075 %
 494       6.8851 ±    0.0485       0.02499 ±    0.00086       0.03363 ±    0.00028     5.335 ±  0.051 %    92.241 ±  0.075 %
 495       6.8916 ±    0.0486       0.02497 ±    0.00086       0.03361 ±    0.00028     5.333 ±  0.051 %    92.243 ±  0.075 %
 496       6.8858 ±    0.0485       0.02499 ±    0.00086       0.03361 ±    0.00028     5.335 ±  0.051 %    92.242 ±  0.075 %
 497       6.8875 ±    0.0484       0.02494 ±    0.00086       0.03361 ±    0.00027     5.331 ±  0.051 %    92.247 ±  0.075 %
 498       6.8854 ±    0.0484       0.02495 ±    0.00086       0.03359 ±    0.00027     5.328 ±  0.050 %    92.252 ±  0.075 %
 499       6.8858 ±    0.0483       0.02498 ±    0.00086       0.03360 ±    0.00027     5.330 ±  0.050 %    92.248 ±  0.075 %
 500       6.8983 ±    0.0484       0.02504 ±    0.00085       0.03359 ±    0.00027     5.327 ±  0.050 %    92.251 ±  0.075 %
 501       6.8984 ±    0.0484       0.02507 ±    0.00085       0.03359 ±    0.00027     5.330 ±  0.050 %    92.248 ±  0.075 %
 502       6.8990 ±    0.0483       0.02510 ±    0.00085       0.03358 ±    0.00027     5.327 ±  0.050 %    92.248 ±  0.075 %
 503       6.8997 ±    0.0483       0.02510 ±    0.00085       0.03355 ±    0.00027     5.325 ±  0.050 %    92.254 ±  0.075 %
 504       6.8989 ±    0.0482       0.02506 ±    0.00085       0.03351 ±    0.00027     5.321 ±  0.050 %    92.262 ±  0.075 %
 505       6.9023 ±    0.0482       0.02511 ±    0.00085       0.03349 ±    0.00027     5.318 ±  0.050 %    92.263 ±  0.074 %
 506       6.9042 ±    0.0482       0.02514 ±    0.00085       0.03347 ±    0.00027     5.315 ±  0.050 %    92.265 ±  0.074 %
 507       6.9026 ±    0.0481       0.02511 ±    0.00085       0.03345 ±    0.00027     5.314 ±  0.050 %    92.267 ±  0.074 %
 508       6.9106 ±    0.0481       0.02512 ±    0.00085       0.03345 ±    0.00027     5.312 ±  0.050 %    92.263 ±  0.074 %
 509       6.9029 ±    0.0480       0.02508 ±    0.00084       0.03347 ±    0.00027     5.319 ±  0.050 %    92.267 ±  0.074 %
 510       6.9009 ±    0.0480       0.02505 ±    0.00084       0.03344 ±    0.00027     5.317 ±  0.050 %    92.269 ±  0.074 %
 511       6.9001 ±    0.0479       0.02505 ±    0.00084       0.03342 ±    0.00027     5.315 ±  0.050 %    92.274 ±  0.074 %
 512       6.8995 ±    0.0479       0.02508 ±    0.00084       0.03342 ±    0.00027     5.314 ±  0.050 %    92.273 ±  0.074 %
 513       6.8971 ±    0.0478       0.02506 ±    0.00084       0.03339 ±    0.00027     5.311 ±  0.050 %    92.276 ±  0.074 %
 514       6.8900 ±    0.0477       0.02500 ±    0.00084       0.03336 ±    0.00027     5.308 ±  0.050 %    92.280 ±  0.074 %
 515       6.8864 ±    0.0476       0.02500 ±    0.00084       0.03334 ±    0.00027     5.307 ±  0.050 %    92.280 ±  0.074 %
 516       6.8877 ±    0.0476       0.02496 ±    0.00084       0.03331 ±    0.00027     5.304 ±  0.050 %    92.281 ±  0.074 %
 517       6.8947 ±    0.0476       0.02497 ±    0.00084       0.03332 ±    0.00027     5.303 ±  0.050 %    92.287 ±  0.073 %
 518       6.8928 ±    0.0475       0.02499 ±    0.00084       0.03331 ±    0.00027     5.303 ±  0.049 %    92.286 ±  0.073 %
 519       6.8888 ±    0.0475       0.02496 ±    0.00083       0.03329 ±    0.00027     5.304 ±  0.049 %    92.285 ±  0.073 %
 520       6.8897 ±    0.0474       0.02491 ±    0.00083       0.03327 ±    0.00027     5.301 ±  0.049 %    92.281 ±  0.073 %
 521       6.8931 ±    0.0474       0.02492 ±    0.00083       0.03325 ±    0.00027     5.298 ±  0.049 %    92.278 ±  0.073 %
 522       6.8975 ±    0.0474       0.02487 ±    0.00083       0.03323 ±    0.00027     5.299 ±  0.049 %    92.275 ±  0.073 %
 523       6.8925 ±    0.0473       0.02486 ±    0.00083       0.03321 ±    0.00027     5.298 ±  0.049 %    92.282 ±  0.073 %
 524       6.8929 ±    0.0473       0.02484 ±    0.00083       0.03319 ±    0.00026     5.295 ±  0.049 %    92.286 ±  0.073 %
 525       6.8873 ±    0.0472       0.02513 ±    0.00083       0.03337 ±    0.00027     5.322 ±  0.049 %    92.278 ±  0.073 %
 526       6.8846 ±    0.0471       0.02516 ±    0.00083       0.03342 ±    0.00027     5.323 ±  0.049 %    92.273 ±  0.073 %
 527       6.8813 ±    0.0471       0.02508 ±    0.00083       0.03340 ±    0.00027     5.321 ±  0.049 %    92.280 ±  0.073 %
 528       6.8864 ±    0.0471       0.02510 ±    0.00083       0.03338 ±    0.00027     5.319 ±  0.049 %    92.279 ±  0.073 %
 529       6.8832 ±    0.0470       0.02507 ±    0.00083       0.03338 ±    0.00027     5.322 ±  0.049 %    92.283 ±  0.073 %
 530       6.8806 ±    0.0469       0.02504 ±    0.00083       0.03340 ±    0.00027     5.325 ±  0.049 %    92.285 ±  0.073 %
 531       6.8811 ±    0.0469       0.02502 ±    0.00083       0.03339 ±    0.00027     5.323 ±  0.049 %    92.288 ±  0.072 %
 532       6.8805 ±    0.0468       0.02501 ±    0.00083       0.03338 ±    0.00027     5.321 ±  0.049 %    92.292 ±  0.072 %
 533       6.8756 ±    0.0468       0.02501 ±    0.00083       0.03340 ±    0.00027     5.324 ±  0.049 %    92.293 ±  0.072 %
 534       6.8775 ±    0.0467       0.02511 ±    0.00083       0.03348 ±    0.00027     5.333 ±  0.049 %    92.289 ±  0.072 %
 535       6.8795 ±    0.0467       0.02508 ±    0.00083       0.03349 ±    0.00027     5.333 ±  0.049 %    92.288 ±  0.072 %
 536       6.8808 ±    0.0467       0.02500 ±    0.00083       0.03351 ±    0.00027     5.331 ±  0.049 %    92.286 ±  0.072 %
 537       6.8871 ±    0.0467       0.02501 ±    0.00083       0.03349 ±    0.00026     5.333 ±  0.049 %    92.283 ±  0.072 %
 538       6.8867 ±    0.0467       0.02497 ±    0.00083       0.03360 ±    0.00028     5.331 ±  0.049 %    92.276 ±  0.072 %
 539       6.8813 ±    0.0466       0.02499 ±    0.00083       0.03360 ±    0.00028     5.329 ±  0.049 %    92.274 ±  0.072 %
 540       6.8863 ±    0.0466       0.02496 ±    0.00083       0.03358 ±    0.00027     5.327 ±  0.049 %    92.276 ±  0.072 %
 541       6.8871 ±    0.0465       0.02495 ±    0.00083       0.03357 ±    0.00027     5.326 ±  0.049 %    92.269 ±  0.072 %
 542       6.8908 ±    0.0465       0.02502 ±    0.00082       0.03356 ±    0.00027     5.325 ±  0.049 %    92.267 ±  0.072 %
 543       6.8867 ±    0.0464       0.02501 ±    0.00082       0.03358 ±    0.00027     5.324 ±  0.049 %    92.264 ±  0.072 %
 544       6.8759 ±    0.0463       0.02499 ±    0.00082       0.03355 ±    0.00027     5.322 ±  0.049 %    92.273 ±  0.072 %
 545       6.8678 ±    0.0462       0.02499 ±    0.00082       0.03352 ±    0.00027     5.319 ±  0.049 %    92.278 ±  0.072 %
 546       6.8724 ±    0.0462       0.02492 ±    0.00082       0.03351 ±    0.00027     5.318 ±  0.049 %    92.274 ±  0.072 %
 547       6.8661 ±    0.0461       0.02487 ±    0.00082       0.03357 ±    0.00028     5.330 ±  0.049 %    92.280 ±  0.071 %
 548       6.8597 ±    0.0460       0.02486 ±    0.00082       0.03354 ±    0.00028     5.327 ±  0.049 %    92.284 ±  0.071 %
 549       6.8502 ±    0.0459       0.02488 ±    0.00082       0.03352 ±    0.00028     5.328 ±  0.049 %    92.290 ±  0.071 %
 550       6.8382 ±    0.0458       0.02487 ±    0.00082       0.03350 ±    0.00028     5.326 ±  0.049 %    92.294 ±  0.071 %
 551       6.8356 ±    0.0457       0.02487 ±    0.00082       0.03349 ±    0.00027     5.324 ±  0.049 %    92.298 ±  0.071 %
 552       6.8393 ±    0.0457       0.02482 ±    0.00082       0.03348 ±    0.00027     5.322 ±  0.049 %    92.303 ±  0.071 %
 553       6.8460 ±    0.0457       0.02476 ±    0.00082       0.03346 ±    0.00027     5.319 ±  0.049 %    92.292 ±  0.071 %
 554       6.8471 ±    0.0457       0.02475 ±    0.00082       0.03345 ±    0.00027     5.317 ±  0.049 %    92.290 ±  0.071 %
 555       6.8541 ±    0.0457       0.02475 ±    0.00081       0.03344 ±    0.00027     5.316 ±  0.049 %    92.289 ±  0.071 %
 556       6.8590 ±    0.0457       0.02476 ±    0.00081       0.03343 ±    0.00027     5.315 ±  0.049 %    92.284 ±  0.071 %
 557       6.8639 ±    0.0457       0.02477 ±    0.00081       0.03341 ±    0.00027     5.311 ±  0.049 %    92.286 ±  0.071 %
 558       6.8676 ±    0.0457       0.02478 ±    0.00081       0.03338 ±    0.00027     5.308 ±  0.048 %    92.291 ±  0.071 %
 559       6.8764 ±    0.0457       0.02480 ±    0.00081       0.03339 ±    0.00027     5.306 ±  0.048 %    92.287 ±  0.071 %
 560       6.8823 ±    0.0457       0.02478 ±    0.00081       0.03337 ±    0.00027     5.303 ±  0.048 %    92.291 ±  0.071 %
 561       6.8895 ±    0.0457       0.02480 ±    0.00081       0.03337 ±    0.00027     5.301 ±  0.048 %    92.289 ±  0.071 %
 562       6.8862 ±    0.0457       0.02477 ±    0.00081       0.03339 ±    0.00027     5.304 ±  0.048 %    92.292 ±  0.070 %
 563       6.8881 ±    0.0456       0.02475 ±    0.00081       0.03339 ±    0.00027     5.302 ±  0.048 %    92.292 ±  0.070 %
 564       6.8806 ±    0.0455       0.02489 ±    0.00081       0.03347 ±    0.00027     5.317 ±  0.048 %    92.288 ±  0.070 %
 565       6.8826 ±    0.0455       0.02488 ±    0.00081       0.03353 ±    0.00027     5.320 ±  0.048 %    92.280 ±  0.070 %
 566       6.8770 ±    0.0454       0.02485 ±    0.00081       0.03353 ±    0.00027     5.320 ±  0.048 %    92.286 ±  0.070 %
 567       6.8802 ±    0.0454       0.02481 ±    0.00081       0.03352 ±    0.00027     5.317 ±  0.048 %    92.293 ±  0.070 %
 568       6.8810 ±    0.0454       0.02472 ±    0.00080       0.03354 ±    0.00027     5.320 ±  0.048 %    92.294 ±  0.070 %
 569       6.8827 ±    0.0454       0.02472 ±    0.00080       0.03356 ±    0.00027     5.321 ±  0.048 %    92.287 ±  0.070 %
 570       6.8793 ±    0.0453       0.02481 ±    0.00080       0.03357 ±    0.00027     5.323 ±  0.048 %    92.285 ±  0.070 %
 571       6.8788 ±    0.0452       0.02484 ±    0.00080       0.03356 ±    0.00027     5.323 ±  0.048 %    92.287 ±  0.070 %
 572       6.8853 ±    0.0453       0.02483 ±    0.00080       0.03356 ±    0.00027     5.321 ±  0.048 %    92.287 ±  0.070 %
 573       6.8814 ±    0.0452       0.02483 ±    0.00080       0.03356 ±    0.00027     5.322 ±  0.048 %    92.288 ±  0.070 %
 574       6.8842 ±    0.0452       0.02483 ±    0.00080       0.03354 ±    0.00027     5.320 ±  0.048 %    92.290 ±  0.070 %
 575       6.8842 ±    0.0451       0.02482 ±    0.00080       0.03352 ±    0.00027     5.317 ±  0.048 %    92.291 ±  0.070 %
 576       6.8905 ±    0.0451       0.02482 ±    0.00080       0.03351 ±    0.00027     5.316 ±  0.048 %    92.285 ±  0.070 %
 577       6.8936 ±    0.0451       0.02480 ±    0.00080       0.03349 ±    0.00027     5.313 ±  0.047 %    92.287 ±  0.070 %
 578       6.8998 ±    0.0451       0.02478 ±    0.00080       0.03348 ±    0.00027     5.311 ±  0.047 %    92.291 ±  0.069 %
 579       6.8917 ±    0.0450       0.02477 ±    0.00079       0.03347 ±    0.00026     5.314 ±  0.047 %    92.293 ±  0.069 %
 580       6.8886 ±    0.0450       0.02482 ±    0.00079       0.03348 ±    0.00026     5.319 ±  0.047 %    92.296 ±  0.069 %

====== Perplexity statistics ======
Mean PPL(Q)                   :   6.888604 ±   0.044992
Mean PPL(base)                :   6.719732 ±   0.043645
Cor(ln(PPL(Q)), ln(PPL(base))):  99.26%
Mean ln(PPL(Q)/PPL(base))     :   0.024820 ±   0.000794
Mean PPL(Q)/PPL(base)         :   1.025131 ±   0.000814
Mean PPL(Q)-PPL(base)         :   0.168872 ±   0.005565

====== KL divergence statistics ======
Mean    KLD:   0.033477 ±   0.000265
Maximum KLD:   9.413866
99.9%   KLD:   1.240459
99.0%   KLD:   0.357466
95.0%   KLD:   0.119495
90.0%   KLD:   0.070062
Median  KLD:   0.012674
10.0%   KLD:   0.000372
 5.0%   KLD:   0.000105
 1.0%   KLD:   0.000014
 0.1%   KLD:   0.000002
Minimum KLD:  -0.000020

====== Token probability statistics ======
Mean    Δp: -0.510 ± 0.014 %
Maximum Δp: 94.867%
99.9%   Δp: 32.643%
99.0%   Δp: 12.815%
95.0%   Δp:  5.297%
90.0%   Δp:  2.878%
75.0%   Δp:  0.461%
Median  Δp: -0.020%
25.0%   Δp: -1.101%
10.0%   Δp: -4.208%
 5.0%   Δp: -7.342%
 1.0%   Δp: -18.490%
 0.1%   Δp: -48.362%
Minimum Δp: -97.455%
RMS Δp    :  5.319 ± 0.047 %
Same top p: 92.296 ± 0.069 %

llama_perf_context_print:        load time =    6821.47 ms
llama_perf_context_print: prompt eval time =   32054.55 ms / 296960 tokens (    0.11 ms per token,  9264.21 tokens per second)
llama_perf_context_print:        eval time =       0.00 ms /     1 runs   (    0.00 ms per token,      inf tokens per second)
llama_perf_context_print:       total time =   72181.88 ms / 296961 tokens
llama_perf_context_print:    graphs reused =         35
llama_memory_breakdown_print: | memory breakdown [MiB]                                       | total    free     self   model   context   compute    unaccounted |
llama_memory_breakdown_print: |   - CUDA0 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92417 + ( 3967 =  2367 +     183 +    1417) +         864 |
llama_memory_breakdown_print: |   - CUDA1 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92887 + ( 3498 =  1971 +     150 +    1377) +         863 |
llama_memory_breakdown_print: |   - CUDA2 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92909 + ( 3474 =  1964 +     132 +    1377) +         866 |
llama_memory_breakdown_print: |   - CUDA3 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92887 + ( 3498 =  1971 +     150 +    1377) +         863 |
llama_memory_breakdown_print: |   - CUDA4 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92887 + ( 3498 =  1971 +     150 +    1377) +         863 |
llama_memory_breakdown_print: |   - CUDA5 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92887 + ( 3498 =  1971 +     150 +    1377) +         863 |
llama_memory_breakdown_print: |   - CUDA6 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 92909 + ( 3474 =  1964 +     132 +    1377) +         866 |
llama_memory_breakdown_print: |   - CUDA7 (RTX PRO 6000 Blackwell Max-Q Workstation Edition) | 97250 = 85935 + (10448 =  2091 +     116 +    8241) +         865 |
llama_memory_breakdown_print: |   - Host                                                     |                    708 =   515 +       0 +     193                |