Research Data Curator’s Toolbox

Workflows for curation of large datasets

Curation Services Team | Digital Research Alliance of Canada

2026-06-04

Workshop Outline

1. Introduction and Context

• The Curation Challenge: Scale and complexity.
• The Curation Toolbox: Structured automation.
• Curation Workflows: Manual vs. automated checks.

2. Practical Demonstrations

• High-Level Profiling (Extensions).
• Tabular Quality Control (CSV Check).
• Image Quality Control (Metadata and Fixity).
• HDF5 (Hierarchies).
• NetCDF (Arrays).
• PDF (Security and Text).
• SQLite (Schemas).

Context: What is Curation?

Research Data Curation

Data curation is the ongoing process of managing research data throughout its lifecycle to make it FAIR:

• Findable

• Accessible

• Interoperable

• Reusable

Curation vs. Preservation

Our curators are not preservationists. We organize, describe, and clean files, and we encourage preservation-friendly formats, but we do not perform additional long-term preservation activities. Digital Preservation services works on these elements.

Generalist Repositories (FRDR)

The Federated Research Data Repository (FRDR) is a bilingual platform for sharing and preserving Canadian research data:

• Accepts well-documented, stand-alone research data.

• Supports medium-to-large sized datasets via Globus file transfer.

• Features geographically distributed storage mirrored across multiple national host sites.

The Scale of Large Datasets

Growing Dataset Scale

Modern curation repositories face exponential growth in both the number of files per dataset and the total storage size.

• File Counts: A single dataset deposit can range from a few files up to 100K+ files.

• Storage Size: Dataset storage requirements regularly scale from less than 1 GB up to 1000+ GB.

• Format Diversity: Hundreds of unique extensions, including csv, pdf, jpg, and xlsx.

Growth of dataset size and file counts over time (Digital Research Alliance of Canada).

The Data Curation Workflow

We utilize the Data Curation Network’s CURATED steps to ensure datasets meet high standards:

• Check files and metadata.

• Understand and run files.

• Request missing information.

• Augment metadata.

• Transform file formats.

• Evaluate FAIRness.

• Document curation process throughout.

FRDR interactive curation pipeline. Working with the researcher is an essential element of this project

Curation Challenges and Bottlenecks

1. Dataset Heterogeneity: Number of files and format variety.

2. Many Files: How do you process quickly, securely, and consistently tens of thousands of files?

3. Large Files: Raw computing power and specialized memory are required to open, parse, and profile gigabyte-scale files without system crashes.

4. Varying Documentation: Missing READMEs, orphaned variables, and obscure custom scripts.

5. Reproducibility and Security:Checking code reproducibility, scanning for hardcoded paths, and identifying potential Personally Identifying Information (PII) (emails/keys) at scale.

Research Data Curation Toolbox

A collection of R, python and Bash scripts (in development) designed to:

1. Profile directories and extensions automatically.
2. Deep-Dive into tabular and scientific data.
3. Verify code reproducibility and safety.

Note

These workflows leverage Quarto notebooks/books and automated R scripts to inspect datasets at scale, and generating structured reports.

Practical Demonstrations

Module 1: High-Level Profiling

First-stage triage to understand the scale and composition of incoming datasets.

• Why: Manual directory inspection is limited at scale.
• Obtained:
  • Complete inventory of extensions and sizes.
  • Deep file metadata (author, dates, MIME types).
  • Risk flags (empty, system junk, executables).

• Problems Solved:
  • Extension mismatch: Finding hidden/falsified formats.
  • Security risks: Flagging unauthorized executables/junk.
  • Triage: Estimating volume and complexity.

• Key Tools Used:
  • R (tidyverse): For data sorting and triage.
  • ExifTool (Perl): Extracting deep file metadata.
  • exiftoolr: R wrapper for ExifTool.

Core Script Logic

# Inspect_Extensions_Script.R
# 1. Scans target directory
all_files <- list.files(
  path = target_dir,
  recursive = TRUE,
  full.names = TRUE,
  all.files = TRUE
)

# 2. Generates file inventory
inventory <- tibble(FullPath = all_files) %>%
  mutate(
    FileName = basename(FullPath),
    Extension = tolower(file_ext(FileName)),
    Size_Bytes = file.size(FullPath)
  )

# 3. Applies Risk Flags
junk_patterns <- c("\\.ds_store", "thumbs\\.db")
inventory <- inventory %>%
  mutate(Risk_Flag = case_when(
    Size_Bytes == 0 ~ "Zero-Byte File",
    str_detect(tolower(FileName), junk_patterns) ~ "Junk",
    TRUE ~ "Clean"
  ))

Note: This code block represents the core logic. You can consult the complete Inspect_Extensions_Script.R or the interactive Inspect_Extensions_Notebook.qmd for full deep metadata extraction (ExifTool) and output details.

Execution Parameters

Target Directory: data/
Script: Inspect_Extensions_Script.R
Command:

Rscript Inspect_Extensions_Script.R data/ Results/

Profile Analysis and Diagnostic

LIVE DIRECTORY METRICS

Total Scanned: 7 file(s)
Total Volume: 3.5397 MB
Clean Files: 7
✔️ HEALTHY: Directory structure matches preservation standards.

Full Path	File Name	Relative Path	Extension	Size (Bytes)	Size (MB)	Risk Flag	MIME Type	File Type
D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/CHIRPS_precipitation_1981-01-01.tif	CHIRPS_precipitation_1981-01-01.tif	D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/CHIRPS_precipitation_1981-01-01.tif	.tif	1880	0.0018	Clean	NA	NA
D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/CHIRPS_precipitation_1981-01-03.tif	CHIRPS_precipitation_1981-01-03.tif	D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/CHIRPS_precipitation_1981-01-03.tif	.tif	9648	0.0092	Clean	NA	NA
D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/CHIRTS_maximum_temperature_1983-01-07.tif	CHIRTS_maximum_temperature_1983-01-07.tif	D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/CHIRTS_maximum_temperature_1983-01-07.tif	.tif	30646	0.0292	Clean	NA	NA
D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/CHIRTS_maximum_temperature_1983-01-09.tif	CHIRTS_maximum_temperature_1983-01-09.tif	D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/CHIRTS_maximum_temperature_1983-01-09.tif	.tif	30777	0.0294	Clean	NA	NA
D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/Guyana_t2m_ERA5_1km_NearestNeighbour_Daily_19520201.nc	Guyana_t2m_ERA5_1km_NearestNeighbour_Daily_19520201.nc	D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/Guyana_t2m_ERA5_1km_NearestNeighbour_Daily_19520201.nc	.nc	3631101	3.4629	Clean	NA	NA
D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/Guyana_t2m_ERA5_1km_NearestNeighbour_Daily_19520201.nc.aux.xml	Guyana_t2m_ERA5_1km_NearestNeighbour_Daily_19520201.nc.aux.xml	D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/Guyana_t2m_ERA5_1km_NearestNeighbour_Daily_19520201.nc.aux.xml	.xml	342	0.0003	Clean	NA	NA
D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/README.txt	README.txt	D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Extensions/README.txt	.txt	7240	0.0069	Clean	NA	NA

Module 2: Tabular Quality Control

Automated structure and content validation for tabular data files.

• Why: Tabular files often suffer from parsing errors, missing data, and Personally Identifying Information (PII) leaks.
• Obtained:
  • Validation of character encoding and schema (rows/cols).
  • Cell completeness percentage across variables.
  • Duplicate/redundant record counts and email PII risk checks.

• Problems Solved:
  • Parsing issues: Spotting encoding or structure corruption.
  • Data gaps: Measuring missing values automatically.
  • Privacy risks: Checking for raw email/contact details.

• Key Tools Used:
  • R (tidyverse): Core data ingestion and cleaning framework.
  • readr: Fast parsing and auto-encoding detection.
  • skimr: Detailed statistical profiling of distributions.

Core Script Logic.

# Inspect_csv_Script.R
# 1. Scans CSVs and runs a health check
analyze_csv_health <- function(file_path) {
  df <- read_csv(file_path, show_col_types = FALSE)
  n_rows <- nrow(df)
  n_cols <- ncol(df)
  n_missing <- sum(is.na(df))
  
  # 2. Regex Check for Email PII
  email_pattern <- "[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+"
  char_cols <- select(df, where(is.character))
  pii_found <- any(str_detect(char_cols, email_pattern))
  
  tibble(
    FileName = basename(file_path),
    Rows = n_rows,
    Cols = n_cols,
    Pct_Complete = round(100 * (1 - n_missing/n_cells), 2),
    PII_Risk = pii_found
  )
}

Note: This code block represents the core logic. You can consult the complete Inspect_csv_Script.R or the interactive Inspect_csv_Notebook.qmd for full encoding, completeness, and detailed column profiling.

Execution Parameters

Target Directory: data/
Script: Inspect_csv_Script.R
Command:

Rscript Inspect_csv_Script.R data/ Results/

Tabular Analysis and Diagnostic

LIVE TABULAR METRICS

Total Audited: 15 CSV file(s)
Total Volume: 0 MB
Successfully Parsed: 15
✔️ HEALTHY: All CSV files successfully passed structure, redundancy, and privacy audits.

CSV Health Check Summary

File Name	Size (MB)	Encoding	Rows	Cols	Complete %	Duplicates	PII Risk	Status
Figure2D.csv	0	ASCII	3	2	100	0	FALSE	Success
Figure3A.csv	0	ASCII	12	13	100	0	FALSE	Success
Figure3B.csv	0	ASCII	12	13	100	0	FALSE	Success
Figure3C.csv	0	ASCII	12	13	100	0	FALSE	Success
Figure3D.csv	0	ASCII	12	13	100	0	FALSE	Success
Figure3E.csv	0	ASCII	12	13	100	0	FALSE	Success
Figure3F.csv	0	ASCII	12	13	100	0	FALSE	Success
Figure4A.csv	0	ASCII	12	7	100	0	FALSE	Success
Figure4B.csv	0	ASCII	12	7	100	0	FALSE	Success
Figure4C.csv	0	ASCII	12	7	100	0	FALSE	Success
Figure4D.csv	0	ASCII	12	7	100	0	FALSE	Success
Figure5B.csv	0	ASCII	12	7	100	0	FALSE	Success
Figure5C.csv	0	ASCII	12	7	100	0	FALSE	Success
Figure5D.csv	0	ASCII	12	7	100	0	FALSE	Success
FigureS3.csv	0	ASCII	12	10	100	0	FALSE	Success

Documenting data tables

Standardizing tabular data documentation with the Codebook Generator App.

Bilingual Documentation

• Interactive Editing: Edit labels, types, and units in real-time using rhandsontable.
• Auto-Profiling: Automatically detects factor levels, missing values, ranges, and types.
• Bilingual Interface: Instantly toggle UI between English and French.

Privacy and Zero-Install

• Zero-Server: Powered by Shinylive, compiles and runs entirely in the client’s browser.
• Local Privacy: Data remains local to the browser. Zero persistence or leakage risk.
• Form Support: Seamless CSV, TSV, and XLSX support up to 30 MB.

📦 Explore the App:   Interactive Live Demo  |  📖 GitHub Repository

Module 3: Image Quality Control

Technical validation, fixity check, and metadata extraction for digital image collections.

• Why: Images are complex digital objects that can contain hidden metadata (like GPS coordinates) or have corrupt file headers.
• Obtained:
  • Basic properties (width, height, format, colorspace).
  • MD5 checksum calculation for fixity and duplicate detection.
  • Embedded Exif metadata.

• Problems Solved:
  • Privacy Risks: Detecting GPS coordinate leaks (potential human subjects/protected species).
  • Technical Outliers: Identifying incorrect colorspaces or dimension outliers.
  • Format Obsolescence: Flagging proprietary raw formats for conversion to preservation-friendly TIFFs.

• Key Tools Used:
  • magick: Validates file headers and basic image geometry.
  • exiftoolr: Harvesting camera and GPS metadata.
  • digest: MD5 hashing for integrity checks.

Core Script Logic

# Inspect_Images_Script.R
# 1. Hashing for Fixity
file_inventory <- file_inventory %>%
  mutate(md5_checksum = map_chr(file_path, digest, file = TRUE, algo = "md5"))

# 2. Geometry Validation (magick)
magick_results <- map_dfr(image_files, function(fp) {
  img <- image_read(fp)
  info <- image_info(img)
  tibble(format_magick = info$format, width = info$width, height = info$height)
})

# 3. Apply Curation Flags
curated_data <- full_report %>%
  mutate(
    flag_duplicate = ifelse(is_duplicate, "DUPLICATE", NA),
    flag_privacy_gps = ifelse(!is.na(GPSLatitude), "HAS_GPS_DATA", NA)
  )

Note: This code block represents the core logic. You can consult the complete Inspect_Images_Script.R or the interactive Inspect_Images_Notebook.qmd for full properties extraction, flagging, and output details.

Execution Parameters

Target Directory: data/
Script: Inspect_Images_Script.R
Command:

Rscript Inspect_Images_Script.R data/ Results/

Image Analysis and Diagnostic

LIVE IMAGE METRICS

Total Audited: 4 file(s)
✔️ HEALTHY: All images parsed successfully and passed all curation audits.

File Path	File Name	MD5 Checksum	Format	Width	Height	Colorspace	Size (MB)	Valid Image	Megapixels	GPS Latitude	Is Duplicate	Curation Flags	Flag Duplicate	Flag Corrupt	Flag GPS	Flag Outlier
D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Images/CHIRPS_precipitation_1981-01-01.tif	CHIRPS_precipitation_1981-01-01.tif	aea0ea1f3e3dabd9a79a111c23a2d194	TIFF	110	164	Gray	0.00	TRUE	0.01804	NA	FALSE	NA	NA	NA	NA	NA
D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Images/CHIRPS_precipitation_1981-01-03.tif	CHIRPS_precipitation_1981-01-03.tif	b35611fe6fcd0ee46e256b8ffd9d6fca	TIFF	110	164	Gray	0.01	TRUE	0.01804	NA	FALSE	NA	NA	NA	NA	NA
D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Images/CHIRTS_maximum_temperature_1983-01-07.tif	CHIRTS_maximum_temperature_1983-01-07.tif	87496450b7b090fbbad0e9881a8edef1	TIFF	110	164	Gray	0.03	TRUE	0.01804	NA	FALSE	NA	NA	NA	NA	NA
D:\Alliance\RDM\CUR_Res_CurationTools\data\Inspect_Images/CHIRTS_maximum_temperature_1983-01-09.tif	CHIRTS_maximum_temperature_1983-01-09.tif	206884ca8ae663d520ae9f1f51977723	TIFF	110	164	Gray	0.03	TRUE	0.01804	NA	FALSE	NA	NA	NA	NA	NA

Module 4: HDF5 Structure and Metadata

Hierarchical data structure, object mapping, and attribute harvesting for HDF5 files.

• Why: HDF5 is a complex binary “black box” containing nested groups and datasets.
• Obtained:
  • Internal structure map (Groups, Datasets, and Links).
  • Data type and dimension validation.
  • Compression filter details (GZIP, SZIP, LZF).
  • Embedded user-defined metadata attributes.

• Problems Solved:
  • Proprietary Compression: Detecting custom/proprietary filters that prevent reading data.
  • Broken Dependencies: Identifying external links pointing to missing target files.
  • Missing Documentation: Auditing whether datasets are self-describing via attributes.

• Key Tools Used:
  • hdf5r: Recursive structural inventory and creation property list checks.

Core Script Logic

# Inspect_hdf5_Script.R
# 1. Open file and list recursively
h5f <- H5File$new(file_path, mode = "r")
contents <- h5f$ls(recursive = TRUE)

# 2. Extract properties & compression
dcpl <- dset$create_plist
n_filters <- dcpl$get_nfilters()
filters <- map_chr(0:(n_filters - 1), ~ dcpl$get_filter(.x)$name)

# 3. Detect External Link Risk
if (link_type == "H5L_TYPE_EXTERNAL") {
  # Flag external dependency risk
}

Note: This code block represents the core logic. You can consult the complete Inspect_hdf5_Script.R or the interactive Inspect_hdf5_Notebook.qmd for full mapping and attribute audits.

Execution Parameters

Target Directory: data/Inspect_hdf5/
Script: Inspect_hdf5_Script.R
Command:

Rscript Inspect_hdf5_Script.R data/Inspect_hdf5/ Results/

HDF5 Analysis and Diagnostic

LIVE HDF5 METRICS

Total Objects: 730 (390 datasets, 340 groups)
✔️ HEALTHY: All HDF5 hierarchies parsed successfully. No external link dependencies or risky custom compression filters detected.

File Name	Object Path	Object Type	Dimensions	Data Type	Compression	Attributes	Status
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights	H5I_GROUP	NA	NA	None	layer_names; backend; keras_version	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_10	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_11	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_12	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_13	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_14	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_15	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_16	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_17	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_18	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_19	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_2	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_20	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_21	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_22	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_23	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_24	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_25	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_26	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_27	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_28	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_29	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_3	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_30	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_4	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_5	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_6	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_7	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_8	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/activation_9	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/average_pooling2d_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/average_pooling2d_2	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/average_pooling2d_3	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_1/batch_normalization_1	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_1/batch_normalization_1/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_1/batch_normalization_1/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_1/batch_normalization_1/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_10	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_10/batch_normalization_10	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_10/batch_normalization_10/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_10/batch_normalization_10/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_10/batch_normalization_10/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_11	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_11/batch_normalization_11	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_11/batch_normalization_11/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_11/batch_normalization_11/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_11/batch_normalization_11/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_12	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_12/batch_normalization_12	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_12/batch_normalization_12/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_12/batch_normalization_12/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_12/batch_normalization_12/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_13	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_13/batch_normalization_13	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_13/batch_normalization_13/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_13/batch_normalization_13/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_13/batch_normalization_13/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_14	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_14/batch_normalization_14	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_14/batch_normalization_14/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_14/batch_normalization_14/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_14/batch_normalization_14/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_15	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_15/batch_normalization_15	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_15/batch_normalization_15/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_15/batch_normalization_15/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_15/batch_normalization_15/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_16	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_16/batch_normalization_16	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_16/batch_normalization_16/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_16/batch_normalization_16/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_16/batch_normalization_16/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_17	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_17/batch_normalization_17	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_17/batch_normalization_17/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_17/batch_normalization_17/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_17/batch_normalization_17/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_18	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_18/batch_normalization_18	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_18/batch_normalization_18/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_18/batch_normalization_18/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_18/batch_normalization_18/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_19	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_19/batch_normalization_19	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_19/batch_normalization_19/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_19/batch_normalization_19/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_19/batch_normalization_19/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_2	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_2/batch_normalization_2	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_2/batch_normalization_2/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_2/batch_normalization_2/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_2/batch_normalization_2/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_20	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_20/batch_normalization_20	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_20/batch_normalization_20/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_20/batch_normalization_20/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_20/batch_normalization_20/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_21	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_21/batch_normalization_21	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_21/batch_normalization_21/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_21/batch_normalization_21/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_21/batch_normalization_21/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_22	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_22/batch_normalization_22	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_22/batch_normalization_22/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_22/batch_normalization_22/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_22/batch_normalization_22/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_23	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_23/batch_normalization_23	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_23/batch_normalization_23/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_23/batch_normalization_23/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_23/batch_normalization_23/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_24	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_24/batch_normalization_24	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_24/batch_normalization_24/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_24/batch_normalization_24/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_24/batch_normalization_24/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_25	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_25/batch_normalization_25	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_25/batch_normalization_25/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_25/batch_normalization_25/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_25/batch_normalization_25/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_26	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_26/batch_normalization_26	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_26/batch_normalization_26/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_26/batch_normalization_26/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_26/batch_normalization_26/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_27	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_27/batch_normalization_27	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_27/batch_normalization_27/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_27/batch_normalization_27/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_27/batch_normalization_27/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_28	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_28/batch_normalization_28	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_28/batch_normalization_28/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_28/batch_normalization_28/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_28/batch_normalization_28/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_29	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_29/batch_normalization_29	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_29/batch_normalization_29/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_29/batch_normalization_29/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_29/batch_normalization_29/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_3	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_3/batch_normalization_3	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_3/batch_normalization_3/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_3/batch_normalization_3/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_3/batch_normalization_3/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_30	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_30/batch_normalization_30	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_30/batch_normalization_30/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_30/batch_normalization_30/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_30/batch_normalization_30/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_4	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_4/batch_normalization_4	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_4/batch_normalization_4/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_4/batch_normalization_4/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_4/batch_normalization_4/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_5	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_5/batch_normalization_5	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_5/batch_normalization_5/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_5/batch_normalization_5/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_5/batch_normalization_5/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_6	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_6/batch_normalization_6	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_6/batch_normalization_6/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_6/batch_normalization_6/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_6/batch_normalization_6/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_7	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_7/batch_normalization_7	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_7/batch_normalization_7/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_7/batch_normalization_7/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_7/batch_normalization_7/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_8	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_8/batch_normalization_8	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_8/batch_normalization_8/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_8/batch_normalization_8/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_8/batch_normalization_8/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_9	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_9/batch_normalization_9	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_9/batch_normalization_9/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_9/batch_normalization_9/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/batch_normalization_9/batch_normalization_9/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_1/conv2d_1	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_1/conv2d_1/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_10	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_10/conv2d_10	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_10/conv2d_10/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_11	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_11/conv2d_11	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_11/conv2d_11/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_12	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_12/conv2d_12	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_12/conv2d_12/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_13	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_13/conv2d_13	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_13/conv2d_13/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_14	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_14/conv2d_14	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_14/conv2d_14/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_15	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_15/conv2d_15	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_15/conv2d_15/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_16	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_16/conv2d_16	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_16/conv2d_16/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_17	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_17/conv2d_17	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_17/conv2d_17/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_18	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_18/conv2d_18	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_18/conv2d_18/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_19	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_19/conv2d_19	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_19/conv2d_19/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_2	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_2/conv2d_2	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_2/conv2d_2/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_20	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_20/conv2d_20	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_20/conv2d_20/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_21	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_21/conv2d_21	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_21/conv2d_21/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_22	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_22/conv2d_22	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_22/conv2d_22/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_23	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_23/conv2d_23	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_23/conv2d_23/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_24	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_24/conv2d_24	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_24/conv2d_24/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_25	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_25/conv2d_25	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_25/conv2d_25/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_26	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_26/conv2d_26	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_26/conv2d_26/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_27	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_27/conv2d_27	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_27/conv2d_27/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_28	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_28/conv2d_28	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_28/conv2d_28/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_29	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_29/conv2d_29	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_29/conv2d_29/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_3	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_3/conv2d_3	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_3/conv2d_3/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_30	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_30/conv2d_30	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_30/conv2d_30/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_4	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_4/conv2d_4	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_4/conv2d_4/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_5	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_5/conv2d_5	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_5/conv2d_5/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_6	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_6/conv2d_6	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_6/conv2d_6/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_7	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_7/conv2d_7	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_7/conv2d_7/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_8	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_8/conv2d_8	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_8/conv2d_8/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_9	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_9/conv2d_9	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/conv2d_9/conv2d_9/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/dense_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/dense_1/dense_1	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/dense_1/dense_1/bias:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/dense_1/dense_1/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/dropout_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/global_average_pooling2d_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/input_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/max_pooling2d_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/max_pooling2d_2	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/max_pooling2d_3	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/mixed0	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/mixed1	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/mixed2	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	model_weights/mixed3	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights	H5I_GROUP	NA	NA	None	weight_names	Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/Adam	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/Adam/iterations:0	H5I_DATASET	Error reading dataset	H5T_STD_I64LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam	H5I_GROUP	NA	NA	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_10:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_11:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_12:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_13:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_14:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_15:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_16:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_17:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_18:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_19:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_1:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_2:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_3:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_4:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_5:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_6:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_7:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_8:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-134-wire-e8e71fc090141d7c6fb334359152d295.hdf5	optimizer_weights/training/Adam/Variable_9:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights	H5I_GROUP	NA	NA	None	layer_names; backend; keras_version	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_10	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_11	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_12	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_13	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_14	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_15	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_16	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_17	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_18	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_19	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_2	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_20	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_21	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_22	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_23	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_24	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_25	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_26	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_27	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_28	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_29	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_3	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_30	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_4	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_5	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_6	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_7	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_8	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/activation_9	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/average_pooling2d_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/average_pooling2d_2	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/average_pooling2d_3	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_1/batch_normalization_1	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_1/batch_normalization_1/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_1/batch_normalization_1/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_1/batch_normalization_1/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_10	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_10/batch_normalization_10	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_10/batch_normalization_10/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_10/batch_normalization_10/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_10/batch_normalization_10/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_11	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_11/batch_normalization_11	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_11/batch_normalization_11/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_11/batch_normalization_11/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_11/batch_normalization_11/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_12	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_12/batch_normalization_12	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_12/batch_normalization_12/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_12/batch_normalization_12/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_12/batch_normalization_12/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_13	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_13/batch_normalization_13	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_13/batch_normalization_13/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_13/batch_normalization_13/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_13/batch_normalization_13/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_14	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_14/batch_normalization_14	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_14/batch_normalization_14/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_14/batch_normalization_14/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_14/batch_normalization_14/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_15	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_15/batch_normalization_15	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_15/batch_normalization_15/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_15/batch_normalization_15/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_15/batch_normalization_15/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_16	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_16/batch_normalization_16	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_16/batch_normalization_16/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_16/batch_normalization_16/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_16/batch_normalization_16/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_17	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_17/batch_normalization_17	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_17/batch_normalization_17/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_17/batch_normalization_17/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_17/batch_normalization_17/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_18	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_18/batch_normalization_18	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_18/batch_normalization_18/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_18/batch_normalization_18/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_18/batch_normalization_18/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_19	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_19/batch_normalization_19	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_19/batch_normalization_19/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_19/batch_normalization_19/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_19/batch_normalization_19/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_2	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_2/batch_normalization_2	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_2/batch_normalization_2/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_2/batch_normalization_2/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_2/batch_normalization_2/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_20	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_20/batch_normalization_20	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_20/batch_normalization_20/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_20/batch_normalization_20/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_20/batch_normalization_20/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_21	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_21/batch_normalization_21	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_21/batch_normalization_21/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_21/batch_normalization_21/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_21/batch_normalization_21/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_22	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_22/batch_normalization_22	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_22/batch_normalization_22/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_22/batch_normalization_22/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_22/batch_normalization_22/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_23	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_23/batch_normalization_23	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_23/batch_normalization_23/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_23/batch_normalization_23/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_23/batch_normalization_23/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_24	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_24/batch_normalization_24	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_24/batch_normalization_24/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_24/batch_normalization_24/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_24/batch_normalization_24/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_25	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_25/batch_normalization_25	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_25/batch_normalization_25/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_25/batch_normalization_25/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_25/batch_normalization_25/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_26	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_26/batch_normalization_26	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_26/batch_normalization_26/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_26/batch_normalization_26/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_26/batch_normalization_26/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_27	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_27/batch_normalization_27	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_27/batch_normalization_27/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_27/batch_normalization_27/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_27/batch_normalization_27/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_28	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_28/batch_normalization_28	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_28/batch_normalization_28/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_28/batch_normalization_28/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_28/batch_normalization_28/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_29	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_29/batch_normalization_29	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_29/batch_normalization_29/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_29/batch_normalization_29/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_29/batch_normalization_29/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_3	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_3/batch_normalization_3	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_3/batch_normalization_3/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_3/batch_normalization_3/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_3/batch_normalization_3/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_30	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_30/batch_normalization_30	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_30/batch_normalization_30/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_30/batch_normalization_30/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_30/batch_normalization_30/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_4	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_4/batch_normalization_4	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_4/batch_normalization_4/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_4/batch_normalization_4/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_4/batch_normalization_4/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_5	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_5/batch_normalization_5	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_5/batch_normalization_5/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_5/batch_normalization_5/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_5/batch_normalization_5/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_6	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_6/batch_normalization_6	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_6/batch_normalization_6/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_6/batch_normalization_6/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_6/batch_normalization_6/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_7	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_7/batch_normalization_7	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_7/batch_normalization_7/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_7/batch_normalization_7/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_7/batch_normalization_7/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_8	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_8/batch_normalization_8	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_8/batch_normalization_8/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_8/batch_normalization_8/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_8/batch_normalization_8/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_9	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_9/batch_normalization_9	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_9/batch_normalization_9/beta:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_9/batch_normalization_9/moving_mean:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/batch_normalization_9/batch_normalization_9/moving_variance:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_1/conv2d_1	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_1/conv2d_1/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_10	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_10/conv2d_10	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_10/conv2d_10/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_11	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_11/conv2d_11	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_11/conv2d_11/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_12	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_12/conv2d_12	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_12/conv2d_12/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_13	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_13/conv2d_13	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_13/conv2d_13/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_14	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_14/conv2d_14	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_14/conv2d_14/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_15	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_15/conv2d_15	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_15/conv2d_15/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_16	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_16/conv2d_16	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_16/conv2d_16/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_17	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_17/conv2d_17	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_17/conv2d_17/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_18	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_18/conv2d_18	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_18/conv2d_18/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_19	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_19/conv2d_19	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_19/conv2d_19/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_2	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_2/conv2d_2	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_2/conv2d_2/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_20	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_20/conv2d_20	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_20/conv2d_20/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_21	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_21/conv2d_21	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_21/conv2d_21/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_22	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_22/conv2d_22	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_22/conv2d_22/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_23	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_23/conv2d_23	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_23/conv2d_23/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_24	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_24/conv2d_24	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_24/conv2d_24/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_25	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_25/conv2d_25	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_25/conv2d_25/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_26	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_26/conv2d_26	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_26/conv2d_26/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_27	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_27/conv2d_27	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_27/conv2d_27/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_28	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_28/conv2d_28	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_28/conv2d_28/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_29	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_29/conv2d_29	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_29/conv2d_29/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_3	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_3/conv2d_3	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_3/conv2d_3/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_30	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_30/conv2d_30	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_30/conv2d_30/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_4	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_4/conv2d_4	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_4/conv2d_4/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_5	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_5/conv2d_5	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_5/conv2d_5/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_6	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_6/conv2d_6	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_6/conv2d_6/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_7	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_7/conv2d_7	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_7/conv2d_7/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_8	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_8/conv2d_8	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_8/conv2d_8/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_9	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_9/conv2d_9	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/conv2d_9/conv2d_9/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/dense_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/dense_1/dense_1	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/dense_1/dense_1/bias:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/dense_1/dense_1/kernel:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/dropout_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/global_average_pooling2d_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/input_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/max_pooling2d_1	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/max_pooling2d_2	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/max_pooling2d_3	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/mixed0	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/mixed1	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/mixed2	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	model_weights/mixed3	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights	H5I_GROUP	NA	NA	None	weight_names	Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/Adam	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/Adam/iterations:0	H5I_DATASET	Error reading dataset	H5T_STD_I64LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam	H5I_GROUP	NA	NA	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_100:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_101:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_102:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_103:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_104:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_105:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_106:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_107:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_108:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_109:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_10:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_110:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_111:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_112:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_113:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_114:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_115:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_116:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_117:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_118:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_119:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_11:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_120:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_121:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_122:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_123:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_12:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_13:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_14:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_15:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_16:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_17:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_18:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_19:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_1:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_20:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_21:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_22:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_23:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_24:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_25:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_26:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_27:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_28:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_29:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_2:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_30:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_31:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_32:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_33:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_34:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_35:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_36:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_37:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_38:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_39:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_3:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_40:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_41:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_42:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_43:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_44:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_45:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_46:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_47:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_48:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_49:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_4:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_50:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_51:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_52:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_53:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_54:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_55:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_56:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_57:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_58:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_59:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_5:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_60:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_61:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_62:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_63:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_64:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_65:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_66:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_67:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_68:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_69:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_6:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_70:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_71:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_72:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_73:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_74:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_75:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_76:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_77:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_78:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_79:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_7:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_80:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_81:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_82:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_83:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_84:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_85:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_86:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_87:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_88:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_89:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_8:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_90:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_91:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_92:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_93:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_94:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_95:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_96:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_97:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_98:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_99:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success
model-272-general-e5ce2d69b035975cb5336cec0da9a32a.hdf5	optimizer_weights/training/Adam/Variable_9:0	H5I_DATASET	Error reading dataset	H5T_IEEE_F32LE	None		Success

Module 5: NetCDF Usability and Conventions

Multidimensional array validation, Climate and Forecast (CF) metadata compliance, and coordinate checks for NetCDF files.

• Why: NetCDF stores spatial grid arrays. Without metadata conventions, data variable dimensions and physical units cannot be parsed.
• Obtained:
  • Spatial reference check (Coordinate Reference System / grid mapping).
  • Compliance with Climate and Forecast (CF) metadata conventions.
  • Data sparsity evaluation (detecting empty array variables).

• Problems Solved:
  • Non-compliance: Identifying files lacking standard Conventions or global attributes.
  • Sparsity: Flagging empty datasets (e.g., arrays containing 100% NaNs).
  • Georeferencing gaps: Detecting missing CRS parameters which prevent GIS mapping.
• Key Tools Used:
  • tidync: Tidy multidimensional array extraction and slicing.
  • ncmeta: Fast attribute and schema auditing.

Core Script Logic

# Inspect_nc_Script.R
# 1. Scan coordinates & dimensions
dims <- tnc %>% hyper_dims()
has_lat <- any(str_detect(dims$name, "(?i)lat|y"))

# 2. Check Conventions and CRS
all_atts <- ncmeta::nc_atts(fp)
has_grid_mapping <- any(all_atts$name == "grid_mapping")

# 3. Sparsity Audit
sample_data <- tnc %>% activate(first_var) %>% hyper_slice()
if (all(is.na(sample_data))) {
  # Flag empty dataset warning
}

Note: This code block represents the core logic. You can consult the complete Inspect_nc_Script.R or the interactive Inspect_nc_Notebook.qmd for full attributes extraction and usability reports.

Execution Parameters

Target Directory: data/Inspect_nc/
Script: Inspect_nc_Script.R
Command:

Rscript Inspect_nc_Script.R data/Inspect_nc/ Results/

NetCDF Analysis and Diagnostic

LIVE NETCDF METRICS

Total Audited: 6 file(s)
✔️ HEALTHY: All NetCDF files are georeferenced, valid, and contain non-empty data arrays.

File Name	Status	Dimensions Summary	Variables	Has CRS	Data Health
Averaged_exceedance_TP_p99p0_ERA5.nc	Valid	longitude x latitude x season	2	Georeferenced	Unknown
Geopotential_orography.nc	Valid	longitude x latitude x time	1	Georeferenced	Unknown
TPp99p0_2001_2020_ERA5.nc	Valid	longitude x latitude	1	Georeferenced	Unknown
TPp99p0_2001_2020_IMERG.nc	Valid	longitude x latitude	1	Georeferenced	Unknown
TPp99p0_2001_2020_IMERG025grid.nc	Valid	lon x lat	1	Georeferenced	Unknown
WSp99p0_2001_2020_ERA5.nc	Valid	longitude x latitude	1	Georeferenced	Unknown

Module 6: PDF Archival Suitability

Encryption scanning, OCR text accessibility evaluation, and embedded font audits for fixed-layout documents.

• Why: PDFs are standard for documentation but can contain image-only scans that block screen readers, or use encryption that prevents archival migration.
• Obtained:
  • Security status (checking for encryption/password blocks).
  • Accessibility status (verifying searchable text vs. image-only scans).
  • Page counts and creation metadata (author, title, creator).
  • Embedded fonts audit to prevent rendering breakdowns.

• Problems Solved:
  • Encryption locks: Identifying encrypted PDFs that block indexing or preservation.
  • Image-Only scans: Detecting documents lacking a text layer (accessible OCR needed).
  • Missing metadata: Finding documents with generic or missing author/title info.

• Key Tools Used:
  • pdftools: Direct rendering and metadata extraction of PDF streams.

Core Script Logic

# Inspect_PDF_Script.R
# 1. Check metadata and security
info <- pdftools::pdf_info(file_path)
is_encrypted <- isTRUE(info$encrypted)

# 2. Extract text and check accessibility
first_page_text <- pdftools::pdf_text(file_path)[1]
char_count <- nchar(trimws(first_page_text))
has_text <- char_count > 10 # Searchable check

# 3. Check embedded fonts
fonts <- pdftools::pdf_fonts(file_path)

Note: This code block represents the core logic. You can consult the complete Inspect_PDF_Script.R or the interactive Inspect_PDF_Notebook.qmd for full metadata and security audits.

Execution Parameters

Target Directory: data/Inspect_pdf/
Script: Inspect_PDF_Script.R
Command:

Rscript Inspect_PDF_Script.R data/Inspect_pdf/ Results/

PDF Analysis and Diagnostic

LIVE PDF METRICS

Total Audited: 6 file(s)
⚠️ ACCESSIBILITY RISK: Found 1 image-only PDF(s) (OCR text layer missing).

File Name	Pages	Encrypted	Author	Title	Creator	Created Date	Searchable Text	Page 1 Chars	Embedded Fonts	Status
20230724_alder25_m3m_report.pdf	7	FALSE	Unknown	Unknown	Unknown	2024-05-18 00:32:59	TRUE	57	Tahoma-0-75, Tahoma-0-50	Success
example_1004.pdf	1	FALSE	Unknown	Unknown	Matplotlib v3.5.1, https://matplotlib.org	2024-09-28 14:44:25	FALSE	0		Success
Oil_capacity_codebook.pdf	4	FALSE	Unknown	Oil_capacity_codebook	TextEdit	2025-08-18 19:09:20	TRUE	2883	AAAAAB+Times-Roman, AAAAAC+Courier, AAAAAD+Times-Bold	Success
Oil_Transfer_Facilities_codebook.pdf	1	FALSE	Unknown	Oil_Transfer_Facilities_codebook	TextEdit	2025-08-18 19:09:33	TRUE	1982	AAAAAB+Times-Bold, AAAAAC+Times-Roman	Success
Past_Spill_Events_and_Vessel_Info_codebook.pdf	2	FALSE	Unknown	Past_Spill_Events_and_Vessel_Info_codebook	TextEdit	2025-08-18 19:10:00	TRUE	2819	AAAAAB+Times-Bold, AAAAAC+Times-Roman, AAAAAD+Courier	Success
Spill_event_probability_codebook.pdf	1	FALSE	Unknown	Spill_event_probability_codebook	TextEdit	2025-08-18 19:10:16	TRUE	814	AAAAAB+Times-Bold, AAAAAC+Times-Roman	Success

Module 7: SQLite Database Manifest

Relational database manifest extraction, table schemas, and row count tracking for self-contained SQLite files.

• Why: SQLite is a highly stable, LoC-preferred format for datasets. However, databases are opaque files; mapping tables and schemas is required to document relational dependencies.
• Obtained:
  • Complete inventory of database tables.
  • Table column definitions (schema names).
  • Database sizes and table row counts.
  • Status check (empty, failed connection, or successful validation).

• Problems Solved:
  • Opaque database files: Documenting the hidden table structures inside a single .db/.sqlite file.
  • Relational disconnect: Unboxing the database schema to ensure relationships remain clear.
  • Empty/Corrupted files: Flagging tables without rows or databases that fail connections.

• Key Tools Used:
  • RSQLite and DBI: Connects directly to SQLite containers without server dependencies.

Core Script Logic

# Inspect_sqlite_Script.R
# 1. Connect and list tables
con <- dbConnect(SQLite(), file_path)
tables <- dbListTables(con)

# 2. Extract column schemas and row counts
map_dfr(tables, function(tbl) {
  cols <- dbGetQuery(con, paste0("PRAGMA table_info(", tbl, ")"))
  row_count <- dbGetQuery(con, paste0("SELECT COUNT(*) as count FROM ", tbl))
  # Map schema names and rows
})

Note: This code block represents the core logic. You can consult the complete Inspect_sqlite_Script.R or the interactive Inspect_sqlite_Notebook.qmd for full relational maps and manifests.

Execution Parameters

Target Directory: data/Inspect_sqlite/
Script: Inspect_sqlite_Script.R
Command:

Rscript Inspect_sqlite_Script.R data/Inspect_sqlite/ Results/

SQLite Analysis and Diagnostic

LIVE SQLITE METRICS

Databases: 2 file(s)
Total Tables: 36 table(s)
✔️ HEALTHY: All SQLite databases connected successfully and all internal tables contain data rows.

Database File	Table Name	Columns	Row Count	Connection Status
database.sqlite	Ball_by_Ball	Match_Id, Over_Id, Ball_Id, Innings_No, Team_Batting, Team_Bowling, Striker_Batting_Position, Striker, Non_Striker, Bowler	136590	Success
database.sqlite	Batsman_Scored	Match_Id, Over_Id, Ball_Id, Runs_Scored, Innings_No	133097	Success
database.sqlite	Batting_Style	Batting_Id, Batting_hand	2	Success
database.sqlite	Bowling_Style	Bowling_Id, Bowling_skill	14	Success
database.sqlite	City	City_Id, City_Name, Country_id	29	Success
database.sqlite	Country	Country_Id, Country_Name	12	Success
database.sqlite	Extra_Runs	Match_Id, Over_Id, Ball_Id, Extra_Type_Id, Extra_Runs, Innings_No	7469	Success
database.sqlite	Extra_Type	Extra_Id, Extra_Name	5	Success
database.sqlite	Match	Match_Id, Team_1, Team_2, Match_Date, Season_Id, Venue_Id, Toss_Winner, Toss_Decide, Win_Type, Win_Margin, Outcome_type, Match_Winner, Man_of_the_Match	577	Success
database.sqlite	Out_Type	Out_Id, Out_Name	9	Success
database.sqlite	Outcome	Outcome_Id, Outcome_Type	3	Success
database.sqlite	Player	Player_Id, Player_Name, DOB, Batting_hand, Bowling_skill, Country_Name	469	Success
database.sqlite	Player_Match	Match_Id, Player_Id, Role_Id, Team_Id	12694	Success
database.sqlite	Rolee	Role_Id, Role_Desc	4	Success
database.sqlite	Season	Season_Id, Man_of_the_Series, Orange_Cap, Purple_Cap, Season_Year	9	Success
database.sqlite	Team	Team_Id, Team_Name	13	Success
database.sqlite	Toss_Decision	Toss_Id, Toss_Name	2	Success
database.sqlite	Umpire	Umpire_Id, Umpire_Name, Umpire_Country	52	Success
database.sqlite	Venue	Venue_Id, Venue_Name, City_Id	35	Success
database.sqlite	Wicket_Taken	Match_Id, Over_Id, Ball_Id, Player_Out, Kind_Out, Fielders, Innings_No	6727	Success
database.sqlite	Win_By	Win_Id, Win_Type	4	Success
database.sqlite	sqlite_sequence	name, seq	1	Success
database.sqlite	sysdiagrams	name, principal_id, diagram_id, version, definition	1	Success
Formula1.sqlite	circuits	circuitId, circuitRef, name, location, country, lat, lng, alt, url	73	Success
Formula1.sqlite	constructor_results	constructorResultsId, raceId, constructorId, points, status	11142	Success
Formula1.sqlite	constructor_standings	constructorStandingsId, raceId, constructorId, points, position, positionText, wins,	11896	Success
Formula1.sqlite	constructors	constructorId, constructorRef, name, nationality, url,	208	Success
Formula1.sqlite	driver_standings	driverStandingsId, raceId, driverId, points, position, positionText, wins	31726	Success
Formula1.sqlite	drivers	driverId, driverRef, number, code, forename, surname, dob, nationality, url	842	Success
Formula1.sqlite	laptimes	raceId, driverId, lap, position, time, milliseconds	426633	Success
Formula1.sqlite	pitstops	raceId, driverId, stop, lap, time, duration, milliseconds	6251	Success
Formula1.sqlite	qualifying	qualifyId, raceId, driverId, constructorId, number, position, q1, q2, q3	7516	Success
Formula1.sqlite	races	raceId, year, round, circuitId, name, date, time, url	997	Success
Formula1.sqlite	results	resultId, raceId, driverId, constructorId, number, grid, position, positionText, positionOrder, points, laps, time, milliseconds, fastestLap, rank, fastestLapTime, fastestLapSpeed, statusId	23777	Success
Formula1.sqlite	seasons	year, url	69	Success
Formula1.sqlite	status	statusId, status	134	Success

Implementation in HPC clusters

This toolbox provides R-scripts that can be executed in HPC cluters like Fir from the Digital Research Alliance of Canada.

An example can be found here

Next Steps and Contributions

This toolbox is open-source and evolving.

• Contribute: Submit a Pull Request with new inspection scripts on GitHub.
• Documentation: Review the full guides in the main book structure.
• Q and A Session

Thank you.

Resources and support

• FAIR image data
• FAIR Bioimage Metadata
• FRDR documentation
• Training resources from the Alliance
• Explora portal

Slide Deck URL

Open the published presentation

Support Services:

Contact us to ensure that your data is well prepared and can be effectively shared with the research community.

• Email: rdm-gdr@alliancecan.ca
• FRDR